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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
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The graphs summarize 309 occurrences of 226 keywords
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Results
Found 2802 publication records. Showing 2795 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
14 | Jaron Skovsted Gundersen, Bulut Kuskonmaz, Rafael Wisniewski |
Secure PAC Bayesian Regression via Real Shamir Secret Sharing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2109.11200, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Renjue Li, Pengfei Yang, Cheng-Chao Huang, Bai Xue 0001, Lijun Zhang 0001 |
Probabilistic Robustness Analysis for DNNs based on PAC Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2101.10102, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Valentina Zantedeschi, Paul Viallard, Emilie Morvant, Rémi Emonet, Amaury Habrard, Pascal Germain, Benjamin Guedj |
Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.12535, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Guillaume Vidot, Paul Viallard, Amaury Habrard, Emilie Morvant |
A PAC-Bayes Analysis of Adversarial Robustness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2102.11069, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Alessandro Ronca, Giuseppe De Giacomo |
Efficient PAC Reinforcement Learning in Regular Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2105.06784, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Yi-Shan Wu 0003, Andrés R. Masegosa, Stephan Sloth Lorenzen, Christian Igel, Yevgeny Seldin |
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.13624, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Mohammad Rowshan, Emanuele Viterbo |
On Convolutional Precoding in PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2103.12483, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | He Sun 0008, Emanuele Viterbo, Rongke Liu |
Optimized Rate-Profiling for PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2106.04074, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Christer Holmberg, Justin Uberti |
Interactive Connectivity Establishment Patiently Awaiting Connectivity (ICE PAC). ![Search on Bibsonomy](Pics/bibsonomy.png) |
RFC ![In: RFC 8863, pp. 1-6, January 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Hanwen Yao, Arman Fazeli, Alexander Vardy |
List Decoding of Arıkan's PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 23(7), pp. 841, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Maxime Haddouche, Benjamin Guedj, Omar Rivasplata, John Shawe-Taylor |
PAC-Bayes Unleashed: Generalisation Bounds with Unbounded Losses. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 23(10), pp. 1330, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Benjamin Guedj, Louis Pujol |
Still No Free Lunches: The Price to Pay for Tighter PAC-Bayes Bounds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 23(11), pp. 1529, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Imon Banerjee, Vinayak A. Rao, Harsha Honnappa |
PAC-Bayes Bounds on Variational Tempered Posteriors for Markov Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 23(3), pp. 313, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Felix Biggs, Benjamin Guedj |
Differentiable PAC-Bayes Objectives with Partially Aggregated Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Entropy ![In: Entropy 23(10), pp. 1280, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Yu Wu, Li Pan |
SG-PAC: A stochastic game approach to generate personal privacy paradox access-control policies in social networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Secur. ![In: Comput. Secur. 102, pp. 102157, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Mohsen Moradi |
On Sequential Decoding Metric Function of Polarization-Adjusted Convolutional (PAC) Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Commun. ![In: IEEE Trans. Commun. 69(12), pp. 7913-7922, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Cheng-Yan Guo, Kuan-Jen Wang, Tung-Li Hsieh |
Piezoelectric Sensor for the Monitoring of Arterial Pulse Wave: Detection of Arrhythmia Occurring in PAC/PVC Patients. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Sensors ![In: Sensors 21(20), pp. 6915, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Anirudha Majumdar, Alec Farid, Anoopkumar Sonar |
PAC-Bayes control: learning policies that provably generalize to novel environments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Robotics Res. ![In: Int. J. Robotics Res. 40(2-3), 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Thibaud Tonnellier, Warren J. Gross |
On Systematic Polarization-Adjusted Convolutional (PAC) Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Commun. Lett. ![In: IEEE Commun. Lett. 25(7), pp. 2128-2132, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Paul Viallard, Pascal Germain, Amaury Habrard, Emilie Morvant |
Self-bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML/PKDD (2) ![In: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part II, pp. 167-183, 2021, Springer, 978-3-030-86519-1. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Lamine Noureddine, Annelie Heuser, Cassius Puodzius, Olivier Zendra |
SE-PAC: A Self-Evolving PAcker Classifier against rapid packers evolution. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CODASPY ![In: CODASPY '21: Eleventh ACM Conference on Data and Application Security and Privacy, Virtual Event, USA, April 26-28, 2021, pp. 281-292, 2021, ACM, 978-1-4503-8143-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Kai-Min Chung, Han-Hsuan Lin |
Sample Efficient Algorithms for Learning Quantum Channels in PAC Model and the Approximate State Discrimination Problem. ![Search on Bibsonomy](Pics/bibsonomy.png) |
TQC ![In: 16th Conference on the Theory of Quantum Computation, Communication and Cryptography, TQC 2021, July 5-8, 2021, Virtual Conference., pp. 3:1-3:22, 2021, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 978-3-95977-198-6. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Sharu Theresa Jose, Osvaldo Simeone |
A Unified PAC-Bayesian Framework for Machine Unlearning via Information Risk Minimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLSP ![In: 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), Gold Coast, Australia, October 25-28, 2021, pp. 1-6, 2021, IEEE, 978-1-7281-6338-3. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Luca Asunis, Vittoria Frau, Riccardo Macis, Chiara Pireddu, Lucio Davide Spano |
PAC-Bot: Writing Text Messages for Developing Point-and-Click Games. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IS-EUD ![In: End-User Development - 8th International Symposium, IS-EUD 2021, Virtual Event, July 6-8, 2021, Proceedings, pp. 213-221, 2021, Springer, 978-3-030-79839-0. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Noga Alon, Steve Hanneke, Ron Holzman, Shay Moran |
A Theory of PAC Learnability of Partial Concept Classes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FOCS ![In: 62nd IEEE Annual Symposium on Foundations of Computer Science, FOCS 2021, Denver, CO, USA, February 7-10, 2022, pp. 658-671, 2021, IEEE, 978-1-6654-2055-6. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Alex Devonport, Adnane Saoud, Murat Arcak |
Symbolic Abstractions From Data: A PAC Learning Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CDC ![In: 2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, USA, December 14-17, 2021, pp. 599-604, 2021, IEEE, 978-1-6654-3659-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Alireza Fakhrizadeh Esfahani, Mihály Petreczky |
PAC-Bayesian theory for stochastic LTI systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CDC ![In: 2021 60th IEEE Conference on Decision and Control (CDC), Austin, TX, USA, December 14-17, 2021, pp. 6626-6633, 2021, IEEE, 978-1-6654-3659-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Qingping Yu, Zhiping Shi 0001 |
Threshold-Based List Decoding for PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCT ![In: 21st International Conference on Communication Technology, ICCT 2021, Tianjin, China, October 13-16, 2021, pp. 1296-1299, 2021, IEEE, 978-1-6654-3206-1. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Mohammad Rowshan, Emanuele Viterbo |
On Convolutional Precoding in PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GLOBECOM (Workshops) ![In: IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, pp. 1-6, 2021, IEEE, 978-1-6654-2390-8. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | He Sun 0008, Emanuele Viterbo, Rongke Liu |
Analysis of Polarization-adjusted Convolutional Codes (PAC): A Source-Channel Coding Method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GLOBECOM (Workshops) ![In: IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, pp. 1-6, 2021, IEEE, 978-1-6654-2390-8. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Hanrui Zhang, Vincent Conitzer |
Incentive-Aware PAC Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp. 5797-5804, 2021, AAAI Press, 978-1-57735-866-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Prasad Tadepalli, Stuart J. Russell |
PAC Learning of Causal Trees with Latent Variables. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp. 9774-9781, 2021, AAAI Press, 978-1-57735-866-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Wook-Hee Kim, Madhava Krishnan Ramanathan, Xinwei Fu, Sanidhya Kashyap, Changwoo Min |
PACTree: A High Performance Persistent Range Index Using PAC Guidelines. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SOSP ![In: SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, Virtual Event / Koblenz, Germany, October 26-29, 2021, pp. 424-439, 2021, ACM, 978-1-4503-8709-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Naghmeh Zamani, Ashkan Pourkand, Heather Culbertson, David Grow |
Plate-and-Cable (PAC) Haptic Device for Orthopaedic Training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISMR ![In: International Symposium on Medical Robotics, ISMR 2021, Atlanta, GA, USA, November 17-19, 2021, pp. 1-7, 2021, IEEE, 978-1-6654-0622-2. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Anthony Sicilia, Xingchen Zhao, Anastasia Sosnovskikh, Seong Jae Hwang |
PAC Bayesian Performance Guarantees for Deep (Stochastic) Networks in Medical Imaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MICCAI (3) ![In: Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part III, pp. 560-570, 2021, Springer, 978-3-030-87198-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Joseph Tassarotti, Koundinya Vajjha, Anindya Banerjee 0001, Jean-Baptiste Tristan |
A formal proof of PAC learnability for decision stumps. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CPP ![In: CPP '21: 10th ACM SIGPLAN International Conference on Certified Programs and Proofs, Virtual Event, Denmark, January 17-19, 2021, pp. 5-17, 2021, ACM, 978-1-4503-8299-1. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
14 | Nan Ding 0002, Xi Chen 0071, Tomer Levinboim, Sebastian Goodman, Radu Soricut |
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 29506-29516, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Satchit Sivakumar, Mark Bun, Marco Gaboardi |
Multiclass versus Binary Differentially Private PAC Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 22943-22954, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Andrew Y. K. Foong, Wessel P. Bruinsma, David R. Burt, Richard E. Turner |
How Tight Can PAC-Bayes be in the Small Data Regime? ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 4093-4105, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Paul Viallard, Guillaume Vidot, Amaury Habrard, Emilie Morvant |
A PAC-Bayes Analysis of Adversarial Robustness. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 14421-14433, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Jiafan He, Dongruo Zhou, Quanquan Gu |
Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 14188-14199, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Emmanuel Abbe, Pritish Kamath, Eran Malach, Colin Sandon, Nathan Srebro |
On the Power of Differentiable Learning versus PAC and SQ Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 24340-24351, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Valentina Zantedeschi, Paul Viallard, Emilie Morvant, Rémi Emonet, Amaury Habrard, Pascal Germain, Benjamin Guedj |
Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 455-467, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Yi-Shan Wu 0003, Andrés R. Masegosa, Stephan Sloth Lorenzen, Christian Igel, Yevgeny Seldin |
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 12625-12636, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Alec Farid, Anirudha Majumdar |
Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual., pp. 2173-2186, 2021. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Peter Grünwald, Thomas Steinke 0002, Lydia Zakynthinou |
PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COLT ![In: Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA., pp. 2217-2247, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Badih Ghazi, Noah Golowich, Ravi Kumar 0001, Pasin Manurangsi |
Sample-efficient proper PAC learning with approximate differential privacy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
STOC ![In: STOC '21: 53rd Annual ACM SIGACT Symposium on Theory of Computing, Virtual Event, Italy, June 21-25, 2021., pp. 183-196, 2021, ACM, 978-1-4503-8053-9. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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14 | Renjie Liao, Raquel Urtasun, Richard S. Zemel |
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, 2021, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Sangdon Park 0001, Shuo Li, Insup Lee 0001, Osbert Bastani |
PAC Confidence Predictions for Deep Neural Network Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, 2021, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Jonas Rothfuss, Vincent Fortuin, Martin Josifoski, Andreas Krause 0001 |
PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event., pp. 9116-9126, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao |
PAC-Learning for Strategic Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event., pp. 9978-9988, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Jie Shen 0005 |
Sample-Optimal PAC Learning of Halfspaces with Malicious Noise. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event., pp. 9515-9524, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Guy N. Rothblum, Gal Yona |
Multi-group Agnostic PAC Learnability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event., pp. 9107-9115, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Alessandro Ronca, Giuseppe De Giacomo |
Efficient PAC Reinforcement Learning in Regular Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCAI ![In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021., pp. 2026-2032, 2021, ijcai.org. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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14 | Melrose Roderick, Vaishnavh Nagarajan, J. Zico Kolter |
Provably Safe PAC-MDP Exploration Using Analogies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event., pp. 1216-1224, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Gintare Karolina Dziugaite, Kyle Hsu, Waseem Gharbieh, Gabriel Arpino, Daniel M. Roy 0001 |
On the role of data in PAC-Bayes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event., pp. 604-612, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Manuel Haußmann, Sebastian Gerwinn, Andreas Look, Barbara Rakitsch, Melih Kandemir |
Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event., pp. 478-486, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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14 | Yuki Ohnishi, Jean Honorio |
Novel Change of Measure Inequalities with Applications to PAC-Bayesian Bounds and Monte Carlo Estimation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event., pp. 1711-1719, 2021, PMLR. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
14 | Michael A. Tope, Joel M. Morris |
A PAC-bound on the Channel Capacity of an Observed Discrete Memoryless Channel. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CISS ![In: 55th Annual Conference on Information Sciences and Systems, CISS 2021, Baltimore, MD, USA, March 24-26, 2021, pp. 1-6, 2021, IEEE, 978-1-6654-1268-1. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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14 | Michael A. Tope, Joel M. Morris |
Improvements to Sanov and PAC Sublevel-set Bounds for Discrete Random Variables. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CISS ![In: 55th Annual Conference on Information Sciences and Systems, CISS 2021, Baltimore, MD, USA, March 24-26, 2021, pp. 1-6, 2021, IEEE, 978-1-6654-1268-1. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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14 | M. Brenda, L. FranklinTelfer, E. Preethi, Uddandam Vijay Kumar, Chinnappannagari Hithasree |
Circular Planar Pac-man Antenna Toward Multiband Operations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SN Comput. Sci. ![In: SN Comput. Sci. 1(2), pp. 93, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Jan Dobrowolski, Daniel Max Hoffmann, Junguk Lee |
Elementary Equivalence Theorem for PAC Structures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Symb. Log. ![In: J. Symb. Log. 85(4), pp. 1467-1498, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Yulin Wu, Huake Su |
PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multidimens. Syst. Signal Process. ![In: Multidimens. Syst. Signal Process. 31(3), pp. 793-827, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt, Edwin Lughofer |
PAC: A novel self-adaptive neuro-fuzzy controller for micro aerial vehicles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Sci. ![In: Inf. Sci. 512, pp. 481-505, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Beilun Wang, Rui Ma, Jingyu Kuang, Yan Zhang 0100 |
How Decisions Are Made in Brains: Unpack "Black Box" of CNN With Ms. Pac-Man Video Game. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 8, pp. 142446-142458, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Ramil Yarullin, Sergei Obiedkov |
From equivalence queries to PAC learning: The case of implication theories. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Approx. Reason. ![In: Int. J. Approx. Reason. 127, pp. 1-16, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Bashir O. Betar, Mohammed Abdulhakim AlSaadi, Zaira Zaman Chowdhury, Mohamed Kheireddine Aroua, Farouq Sabri Mjalli, Kaharudin Dimyati, M. H. D. Nour Hindia, Fawzi M. Elfghi, Yehya M. Ahmed, Hazim F. Abbas |
Bimetallic Mo-Fe Co-Catalyst-Based Nano-Carbon Impregnated on PAC for Optimum Super-Hydrophobicity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Symmetry ![In: Symmetry 12(8), pp. 1242, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Junnan Liu, Xiaoyu Zhang |
Parameter-Adaptive Compensation (PAC) for Processing Underwater Selective Absorption. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Signal Process. Lett. ![In: IEEE Signal Process. Lett. 27, pp. 2178-2182, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Bai Xue 0001, Miaomiao Zhang, Arvind Easwaran, Qin Li 0002 |
PAC Model Checking of Black-Box Continuous-Time Dynamical Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. ![In: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11), pp. 3944-3955, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Luca Oneto, Michele Donini, Massimiliano Pontil, John Shawe-Taylor |
Randomized learning and generalization of fair and private classifiers: From PAC-Bayes to stability and differential privacy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 416, pp. 231-243, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Pascal Germain, Amaury Habrard, François Laviolette, Emilie Morvant |
PAC-Bayes and domain adaptation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 379, pp. 379-397, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | Chengyuan Zhang 0001, Lei Zhu 0005, Shichao Zhang 0001, Weiren Yu |
PAC-GAN: An effective pose augmentation scheme for unsupervised cross-view person re-identification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neurocomputing ![In: Neurocomputing 387, pp. 22-39, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
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14 | John J. Cherian, Andrew G. Taube, Robert T. McGibbon, Panagiotis Angelikopoulos, Guy Blanc, Michael Snarski, Daniel D. Richman, John L. Klepeis, David E. Shaw |
Efficient hyperparameter optimization by way of PAC-Bayes bound minimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2008.06431, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Malik Younsi, Alexandre Lacasse |
A combinatorial conjecture from PAC-Bayesian machine learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.01387, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Felix Biggs, Benjamin Guedj |
Differentiable PAC-Bayes Objectives with Partially Aggregated Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.12228, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Xinjie Lan, Xin Guo 0007, Kenneth E. Barner |
PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.08888, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Maxime Haddouche, Benjamin Guedj, Omar Rivasplata, John Shawe-Taylor |
PAC-Bayes unleashed: generalisation bounds with unbounded losses. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.07279, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Omar Rivasplata, Ilja Kuzborskij, Csaba Szepesvári, John Shawe-Taylor |
PAC-Bayes Analysis Beyond the Usual Bounds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.13057, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Sangdon Park 0001, Osbert Bastani, Nikolai Matni, Insup Lee 0001 |
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2001.00106, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Mohammad Rowshan, Andreas Burg, Emanuele Viterbo |
Polarization-adjusted Convolutional (PAC) Codes: Fano Decoding vs List Decoding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.06805, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Badih Ghazi, Noah Golowich, Ravi Kumar 0001, Pasin Manurangsi |
Sample-efficient proper PAC learning with approximate differential privacy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2012.03893, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Melrose Roderick, Vaishnavh Nagarajan, J. Zico Kolter |
Provably Safe PAC-MDP Exploration Using Analogies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2007.03574, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Renjie Liao, Raquel Urtasun, Richard S. Zemel |
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2012.07690, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Cuong Nguyen 0006, Thanh-Toan Do, Gustavo Carneiro 0001 |
PAC-Bayesian Meta-learning with Implicit Prior. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2003.02455, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Giuseppe Vietri, Borja Balle, Akshay Krishnamurthy, Zhiwei Steven Wu |
Private Reinforcement Learning with PAC and Regret Guarantees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2009.09052, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Zakaria Mhammedi, Benjamin Guedj, Robert C. Williamson |
PAC-Bayesian Bound for the Conditional Value at Risk. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.14763, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Théophile Cantelobre, Benjamin Guedj, María Pérez-Ortiz 0001, John Shawe-Taylor |
A PAC-Bayesian Perspective on Structured Prediction with Implicit Loss Embeddings. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2012.03780, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Sangdon Park 0001, Shuo Li, Osbert Bastani, Insup Lee 0001 |
PAC Confidence Predictions for Deep Neural Network Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2011.00716, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Arindam Banerjee 0001, Tiancong Chen, Yingxue Zhou |
De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.09956, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Thibaud Tonnellier, Warren J. Gross |
On Systematic Polarization-Adjusted Convolutional (PAC) Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2011.03177, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Nikola Konstantinov, Elias Frantar, Dan Alistarh, Christoph H. Lampert |
On the Sample Complexity of Adversarial Multi-Source PAC Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2002.10384, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Yash Nair, Finale Doshi-Velez |
PAC Bounds for Imitation and Model-based Batch Learning of Contextual Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.06352, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao |
PAC-Learning for Strategic Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2012.03310, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Puja Sahu, Nandyala Hemachandra |
Optimal Posteriors for Chi-squared Divergence based PAC-Bayesian Bounds and Comparison with KL-divergence based Optimal Posteriors and Cross-Validation Procedure. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2008.07330, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Mohsen Moradi |
On the Metric and Computation of PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2012.05511, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Amir Mozammel |
Hardware Implementation of Fano Decoder for PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2011.09819, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Mohammad Rowshan, Emanuele Viterbo |
List Viterbi Decoding of PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2007.05353, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Ashkan Zehfroosh, Herbert G. Tanner |
A Hybrid PAC Reinforcement Learning Algorithm. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2009.02602, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Manuel Haußmann, Sebastian Gerwinn, Andreas Look, Barbara Rakitsch, Melih Kandemir |
Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.09914, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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14 | Ilias Diakonikolas, Daniel M. Kane, Vasilis Kontonis, Nikos Zarifis |
Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2006.12476, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
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