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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 | Apoorva Sharma, Sushant Veer, Asher Hancock, Heng Yang, Marco Pavone, Anirudha Majumdar |
PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain |
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Jiancong Xiao, Ruoyu Sun 0001, Zhi-Quan Luo |
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Sijia Zhou, Yunwen Lei, Ata Kabán |
Toward Better PAC-Bayes Bounds for Uniformly Stable Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Anand Brahmbhatt, Rishi Saket, Aravindan Raghuveer |
PAC Learning Linear Thresholds from Label Proportions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NeurIPS ![In: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023., 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Saachi Mutreja, Jonathan Shafer |
PAC Verification of Statistical Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COLT ![In: The Thirty Sixth Annual Conference on Learning Theory, COLT 2023, 12-15 July 2023, Bangalore, India., pp. 5021-5043, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Kasper Green Larsen |
Bagging is an Optimal PAC Learner. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COLT ![In: The Thirty Sixth Annual Conference on Learning Theory, COLT 2023, 12-15 July 2023, Bangalore, India., pp. 450-468, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Valentino Delle Rose, Alexander Kozachinskiy, Cristóbal Rojas, Tomasz Steifer |
Find a witness or shatter: the landscape of computable PAC learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COLT ![In: The Thirty Sixth Annual Conference on Learning Theory, COLT 2023, 12-15 July 2023, Bangalore, India., pp. 511-524, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Kyoungseok Jang, Kwang-Sung Jun, Ilja Kuzborskij, Francesco Orabona |
Tighter PAC-Bayes Bounds Through Coin-Betting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COLT ![In: The Thirty Sixth Annual Conference on Learning Theory, COLT 2023, 12-15 July 2023, Bangalore, India., pp. 2240-2264, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Aymen Al Marjani, Andrea Tirinzoni, Emilie Kaufmann |
Active Coverage for PAC Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COLT ![In: The Thirty Sixth Annual Conference on Learning Theory, COLT 2023, 12-15 July 2023, Bangalore, India., pp. 5044-5109, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Balder ten Cate, Maurice Funk, Jean Christoph Jung, Carsten Lutz |
SAT-based PAC Learning of Description Logic Concepts (Extended Abstract). ![Search on Bibsonomy](Pics/bibsonomy.png) |
Description Logics ![In: Proceedings of the 36th International Workshop on Description Logics (DL 2023) co-located with the 20th International Conference on Principles of Knowledge Representation and Reasoning and the 21st International Workshop on Non-Monotonic Reasoning (KR 2023 and NMR 2023)., Rhodes, Greece, September 2-4, 2023., 2023, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Hanshen Xiao, Srinivas Devadas |
PAC Privacy: Automatic Privacy Measurement and Control of Data Processing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CRYPTO (2) ![In: Advances in Cryptology - CRYPTO 2023 - 43rd Annual International Cryptology Conference, CRYPTO 2023, Santa Barbara, CA, USA, August 20-24, 2023, Proceedings, Part II, pp. 611-644, 2023, Springer, 978-3-031-38544-5. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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14 | Xuan Li, Yi-Ling Qiao, Peter Yichen Chen, Krishna Murthy Jatavallabhula, Ming C. Lin, Chenfanfu Jiang, Chuang Gan |
PAC-NeRF: Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Wenhao Zhan, Masatoshi Uehara, Wen Sun 0002, Jason D. Lee |
PAC Reinforcement Learning for Predictive State Representations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLR ![In: The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023, OpenReview.net. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Adam Khakhar, Stephen Mell, Osbert Bastani |
PAC Prediction Sets for Large Language Models of Code. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 16237-16249, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Idan Attias, Steve Hanneke |
Adversarially Robust PAC Learnability of Real-Valued Functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 1172-1199, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Ruben Ohana, Kimia Nadjahi, Alain Rakotomamonjy, Liva Ralaivola |
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 26451-26473, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Masatoshi Uehara, Ayush Sekhari, Jason D. Lee, Nathan Kallus, Wen Sun 0002 |
Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 34615-34641, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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14 | Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain |
PAC-Bayesian Generalization Bounds for Adversarial Generative Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 24271-24290, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Advait U. Parulekar, Karthikeyan Shanmugam, Sanjay Shakkottai |
PAC Generalization via Invariant Representations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 27378-27400, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Otmane Sakhi, Pierre Alquier, Nicolas Chopin |
PAC-Bayesian Offline Contextual Bandits With Guarantees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 29777-29799, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Shiwei Zeng, Jie Shen 0005 |
Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA., pp. 40719-40748, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Balder ten Cate, Maurice Funk, Jean Christoph Jung, Carsten Lutz |
SAT-Based PAC Learning of Description Logic Concepts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCAI ![In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pp. 3347-3355, 2023, ijcai.org. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
14 | Michael Sucker, Peter Ochs |
PAC-Bayesian Learning of Optimization Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., pp. 8145-8164, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Felix Biggs, Benjamin Guedj |
Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., pp. 8165-8182, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Haotian Ju, Dongyue Li, Aneesh Sharma, Hongyang R. Zhang |
Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., pp. 6314-6341, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Mohsen Heidari, Wojciech Szpankowski |
Agnostic PAC Learning of k-juntas Using L2-Polynomial Regression. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., pp. 2922-2938, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Shiwei Zeng, Jie Shen 0005 |
Semi-Verified PAC Learning from the Crowd. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., pp. 505-522, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Jie Shen |
PAC Learning of Halfspaces with Malicious Noise in Nearly Linear Time. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., pp. 30-46, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Cyrus Cousins |
Revisiting Fair-PAC Learning and the Axioms of Cardinal Welfare. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain., pp. 6422-6442, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Ionela Georgiana Mocanu, Vaishak Belle, Brendan Juba |
Learnability with PAC Semantics for Multi-agent Beliefs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAMAS ![In: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023, pp. 2604-2606, 2023, ACM, 978-1-4503-9432-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
14 | Hamish Flynn |
PAC-Bayesian Bandit Algorithms With Guarantees (PDF / PS) ![Search on Bibsonomy](Pics/bibsonomy.png) |
|
2023 |
RDF |
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14 | Si Liu, Risheek Garrepalli, Dan Hendrycks, Alan Fern, Debashis Mondal, Thomas G. Dietterich |
PAC Guarantees and Effective Algorithms for Detecting Novel Categories. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 23, pp. 44:1-44:47, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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14 | Nikola Konstantinov, Christoph H. Lampert |
Fairness-Aware PAC Learning from Corrupted Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
J. Mach. Learn. Res. ![In: J. Mach. Learn. Res. 23, pp. 160:1-160:60, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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14 | Payal Chaudhari, Manik Lal Das |
PAC: Privacy preserving proxy re-encryption for access control in public cloud. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Inf. Secur. J. A Glob. Perspect. ![In: Inf. Secur. J. A Glob. Perspect. 31(5), pp. 612-627, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Ashkan Zehfroosh, Herbert G. Tanner |
A Hybrid PAC Reinforcement Learning Algorithm for Human-Robot Interaction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Frontiers Robotics AI ![In: Frontiers Robotics AI 9, pp. 797213, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Hamish Flynn, David Reeb, Melih Kandemir, Jan Peters 0001 |
PAC-Bayesian lifelong learning for multi-armed bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Min. Knowl. Discov. ![In: Data Min. Knowl. Discov. 36(2), pp. 841-876, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Umaporn Padungkiatwattana, Saranya Maneeroj |
PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Access ![In: IEEE Access 10, pp. 131202-131228, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Luonan Chang, Xiao Pan, Zhenzhou Fu, Dong Li, Shengtong Liu, Guangjun Zhang |
Robust Online Dynamic Detection Method for PAC Operational Status of High-Speed Trains Based on Key Point Positioning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Instrum. Meas. ![In: IEEE Trans. Instrum. Meas. 71, pp. 1-14, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Amir Mozammel |
Hardware Implementation of Fano Decoder for Polarization-Adjusted Convolutional (PAC) Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Circuits Syst. II Express Briefs ![In: IEEE Trans. Circuits Syst. II Express Briefs 69(3), pp. 1632-1636, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Jie Zhang 0029, Guangjie Han, Jianfa Sha, Yujie Qian, Jun Liu 0006 |
AUV-Assisted Subsea Exploration Method in 6G Enabled Deep Ocean Based on a Cooperative Pac-Men Mechanism. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Intell. Transp. Syst. ![In: IEEE Trans. Intell. Transp. Syst. 23(2), pp. 1649-1660, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Marie Billaud Friess, Arthur Macherey, Anthony Nouy, Clémentine Prieur |
A PAC algorithm in relative precision for bandit problem with costly sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Math. Methods Oper. Res. ![In: Math. Methods Oper. Res. 96(2), pp. 161-185, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Sadra Seyedmasoumian, Tolga M. Duman |
Approximate Weight Distribution of Polarization-Adjusted Convolutional (PAC) Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.12885, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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14 | Adam Polevoy, Marin Kobilarov, Joseph L. Moore |
Probably Approximately Correct Nonlinear Model Predictive Control (PAC-NMPC). ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.08092, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Konstantinos Pitas, Julyan Arbel |
Cold Posteriors through PAC-Bayes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.11173, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Otmane Sakhi, Nicolas Chopin, Pierre Alquier |
PAC-Bayesian Offline Contextual Bandits With Guarantees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.13132, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Balder ten Cate, Maurice Funk, Jean Christoph Jung, Carsten Lutz |
On the non-efficient PAC learnability of acyclic conjunctive queries. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2208.10255, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan |
On the Importance of Gradient Norm in PAC-Bayesian Bounds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.06143, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Tianyu Liu, Jie Lu 0001, Zheng Yan 0001, Guangquan Zhang 0001 |
Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.08486, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Zhaoqi Li, Lillian J. Ratliff, Houssam Nassif, Kevin G. Jamieson, Lalit Jain |
Instance-optimal PAC Algorithms for Contextual Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.02357, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Advait Parulekar, Karthikeyan Shanmugam, Sanjay Shakkottai |
PAC Generalization via Invariant Representations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.15196, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Sanae Lotfi, Marc Finzi, Sanyam Kapoor, Andres Potapczynski, Micah Goldblum, Andrew Gordon Wilson |
PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.13609, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Maxime Haddouche, Benjamin Guedj |
Online PAC-Bayes Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.00024, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Daniel Liang |
Clifford Circuits can be Properly PAC Learned if and only if RP=NP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.06638, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Xinyi Gu, Mohammad Rowshan, Jinhong Yuan |
Selective Reverse PAC Coding for Sphere Decoding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.00254, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Hamish Flynn, David Reeb, Melih Kandemir, Jan Peters 0001 |
PAC-Bayesian Lifelong Learning For Multi-Armed Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.03303, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Nan Ding 0002, Xi Chen 0071, Tomer Levinboim, Beer Changpinyo, Radu Soricut |
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.05126, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Mohsen Moradi, Amir Mozammel |
A Tree Pruning Technique for Decoding Complexity Reduction of Polar Codes and PAC Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.11946, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo |
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.01053, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Hanshen Xiao, Srinivas Devadas |
PAC Security: Automatic Privacy Measurement and Control of Data Processing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.03458, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Laxman Dhulipala, Guy E. Blelloch, Yan Gu 0001, Yihan Sun 0001 |
PaC-trees: Supporting Parallel and Compressed Purely-Functional Collections. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.06077, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann |
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.09251, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Wei Huang 0034, Chunrui Liu, Yilan Chen 0002, Tianyu Liu, Richard Yi Da Xu |
Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.01958, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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14 | Badr-Eddine Chérief-Abdellatif, Yuyang Shi 0002, Arnaud Doucet, Benjamin Guedj |
On PAC-Bayesian reconstruction guarantees for VAEs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.11455, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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14 | Maxime Haddouche, Benjamin Guedj |
PAC-Bayes with Unbounded Losses through Supermartingales. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.00928, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Deividas Eringis, John Leth, Zheng-Hua Tan, Rafal Wisniewski, Mihály Petreczky |
PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.14838, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Jinyan Su, Jinhui Xu 0001, Di Wang 0015 |
On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.08319, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Hamish Flynn, David Reeb, Melih Kandemir, Jan Peters 0001 |
PAC-Bayes Bounds for Bandit Problems: A Survey and Experimental Comparison. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.16110, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Shuo Li, Sangdon Park 0001, Xiayan Ji, Insup Lee 0001, Osbert Bastani |
Towards PAC Multi-Object Detection and Tracking. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2204.07482, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Fan Chen 0006, Song Mei, Yu Bai 0017 |
Unified Algorithms for RL with Decision-Estimation Coefficients: No-Regret, PAC, and Reward-Free Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.11745, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Arash Behboodi, Gabriele Cesa, Taco Cohen |
A PAC-Bayesian Generalization Bound for Equivariant Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.13150, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Felix Biggs |
A Note on the Efficient Evaluation of PAC-Bayes Bounds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.05188, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Jacob Zietek, Nicholas Wade, Cole Roberts, Aref Malek, Manish Pylla, Will Xu, Sagar Patil |
Pac-Man Pete: An extensible framework for building AI in VEX Robotics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.14385, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Ruben Ohana, Kimia Nadjahi, Alain Rakotomamonjy, Liva Ralaivola |
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.03230, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Michael Sucker, Peter Ochs |
PAC-Bayesian Learning of Optimization Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.11113, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Vinod Raman, Unique Subedi, Ambuj Tewari |
Probabilistically Robust PAC Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.05656, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Mohsen Moradi |
Application of Guessing to Sequential Decoding of Polarization-Adjusted Convolutional (PAC) Codes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2208.04010, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Chaitanya Agarwal, Shibashis Guha, Jan Kretínský, M. Pazhamalai |
PAC Statistical Model Checking of Mean Payoff in Discrete- and Continuous-Time MDP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.01465, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Masatoshi Uehara, Ayush Sekhari, Jason D. Lee, Nathan Kallus, Wen Sun 0002 |
Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.12081, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Sanghoon Myung, In Huh, Wonik Jang, Jae Myung Choe, Jisu Ryu, Daesin Kim, Kee-Eung Kim, Changwook Jeong |
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.05703, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Jonas Rothfuss, Martin Josifoski, Vincent Fortuin, Andreas Krause 0001 |
PAC-Bayesian Meta-Learning: From Theory to Practice. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.07206, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Hanhan Zhou, Tian Lan, Vaneet Aggarwal |
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.11420, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Sangdon Park 0001, Edgar Dobriban, Insup Lee 0001, Osbert Bastani |
PAC Prediction Sets for Meta-Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.02440, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Keitaro Sakamoto, Issei Sato |
Analyzing Lottery Ticket Hypothesis from PAC-Bayesian Theory Perspective. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2205.07320, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Arezou Rezazadeh 0001 |
A General framework for PAC-Bayes Bounds for Meta-Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.05454, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Kasper Green Larsen |
Bagging is an Optimal PAC Learner. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2212.02264, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Idan Attias, Steve Hanneke, Yishay Mansour |
A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.05420, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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14 | Wenhao Zhan, Masatoshi Uehara, Wen Sun 0002, Jason D. Lee |
PAC Reinforcement Learning for Predictive State Representations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.05738, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Han Shao, Omar Montasser, Avrim Blum |
A Theory of PAC Learnability under Transformation Invariances. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2202.07552, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
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14 | Yi-Shan Wu 0003, Yevgeny Seldin |
Split-kl and PAC-Bayes-split-kl Inequalities. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2206.00706, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Ron Amit, Baruch Epstein, Shay Moran, Ron Meir |
Integral Probability Metrics PAC-Bayes Bounds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.00614, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Zifan Wang, Nan Ding 0002, Tomer Levinboim, Xi Chen 0071, Radu Soricut |
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.12624, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Anthony Sicilia, Katherine Atwell, Malihe Alikhani, Seong Jae Hwang |
PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.05685, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann |
Optimistic PAC Reinforcement Learning: the Instance-Dependent View. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2207.05852, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Felix Biggs, Benjamin Guedj |
Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.11289, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Jonathan Warrell, Mark Gerstein |
Higher-Order Generalization Bounds: Learning Deep Probabilistic Programs via PAC-Bayes Objectives. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2203.15972, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Eugenio Clerico, George Deligiannidis, Benjamin Guedj, Arnaud Doucet |
A PAC-Bayes bound for deterministic classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2209.02525, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Saachi Mutreja, Jonathan Shafer |
PAC Verification of Statistical Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2211.17096, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Alkis Kalavasis, Grigoris Velegkas, Amin Karbasi |
Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2210.02297, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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14 | Aravind Gollakota, Daniel Liang |
On the Hardness of PAC-learning Stabilizer States with Noise. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Quantum ![In: Quantum 6, pp. 640, 2022. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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