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Results
Found 2504 publication records. Showing 2504 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Ronald Ortner, Pratik Gajane, Peter Auer |
Variational Regret Bounds for Reinforcement Learning.  |
UAI  |
2019 |
DBLP BibTeX RDF |
|
| 1 | Sinong Geng, Mladen Kolar, Oluwasanmi Koyejo |
Joint Nonparametric Precision Matrix Estimation with Confounding. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jialin Song, Ravi Lanka, Yisong Yue, Masahiro Ono |
Co-training for Policy Learning. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Robert Bamler, Farnood Salehi, Stephan Mandt |
Augmenting and Tuning Knowledge Graph Embeddings. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan |
CCMI : Classifier based Conditional Mutual Information Estimation. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Guanghui Wang, Shiyin Lu, Lijun Zhang 0005 |
Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Xingguo Li, Haoming Jiang, Jarvis D. Haupt, Raman Arora, Han Liu 0001, Mingyi Hong, Tuo Zhao |
On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About its Nonsmooth Loss Function. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Yang Song, Sahaj Garg, Jiaxin Shi, Stefano Ermon |
Sliced Score Matching: A Scalable Approach to Density and Score Estimation. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jan Kudlicka, Lawrence M. Murray, Fredrik Ronquist, Thomas B. Schön |
Probabilistic Programming for Birth-Death Models of Evolution Using an Alive Particle Filter with Delayed Sampling. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Mahak Goindani, Jennifer Neville |
Social Reinforcement Learning to Combat Fake News Spread. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Danijar Hafner, Dustin Tran, Timothy P. Lillicrap, Alex Irpan, James Davidson |
Noise Contrastive Priors for Functional Uncertainty. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Tung Mai, Anup Rao, Matt Kapilevich, Ryan A. Rossi, Yasin Abbasi-Yadkori, Ritwik Sinha |
On Densification for Minwise Hashing. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Juan Carlos Saborío, Joachim Hertzberg |
Efficient Planning Under Uncertainty with Incremental Refinement. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Hiteshi Sharma, Mehdi Jafarnia-Jahromi, Rahul Jain 0002 |
Approximate Relative Value Learning for Average-reward Continuous State MDPs. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Chang Li 0003, Branislav Kveton, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvári, Masrour Zoghi |
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Meet Taraviya, Shivaram Kalyanakrishnan |
A Tighter Analysis of Randomised Policy Iteration. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Cong Xie, Oluwasanmi Koyejo, Indranil Gupta |
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Philipp Geiger, Michel Besserve, Justus Winkelmann, Claudius Proissl, Bernhard Schölkopf |
Coordinating Users of Shared Facilities via Data-driven Predictive Assistants and Game Theory. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ke Sun 0001, Piotr Koniusz, Zhen Wang |
Fisher-Bures Adversary Graph Convolutional Networks. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Karthik Abinav Sankararaman, Anand Louis, Navin Goyal |
Stability of Linear Structural Equation Models of Causal Inference. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Anand Avati, Tony Duan, Sharon Zhou, Kenneth Jung, Nigam H. Shah, Andrew Y. Ng |
Countdown Regression: Sharp and Calibrated Survival Predictions. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Zhe Zeng, Guy Van den Broeck |
Efficient Search-Based Weighted Model Integration. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ray Jiang, Aldo Pacchiano, Tom Stepleton, Heinrich Jiang, Silvia Chiappa |
Wasserstein Fair Classification. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Christian Knoll, Franz Pernkopf |
Belief Propagation: Accurate Marginals or Accurate Partition Function - Where is the Difference? |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Tanvi Verma, Pradeep Varakantham |
Correlated Learning for Aggregation Systems. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Guojun Zhang, Pascal Poupart, George Trimponias |
Comparing EM with GD in Mixture Models of Two Components. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Diego Mesquita, Paul Blomstedt, Samuel Kaski |
Embarrassingly Parallel MCMC using Deep Invertible Transformations. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Martin Slawski, Mostafa Rahmani, Ping Li 0001 |
A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Chin-Wei Huang, Faruk Ahmed, Kundan Kumar, Alexandre Lacoste, Aaron C. Courville |
Probability Distillation: A Caveat and Alternatives. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Chasnov, Lillian J. Ratliff, Eric Mazumdar, Samuel Burden |
Convergence Analysis of Gradient-Based Learning in Continuous Games. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Samuel Kolb, Pedro Zuidberg Dos Martires, Luc De Raedt |
How to Exploit Structure while Solving Weighted Model Integration Problems. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Furong Huang, U. N. Niranjan, Ioakeim Perros, Robert Chen, Jimeng Sun, Anima Anandkumar |
Guaranteed Scalable Learning of Latent Tree Models. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Patrick Forré, Joris M. Mooij |
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Tanmay Gangwani, Joel Lehman, Qiang Liu 0001, Jian Peng 0001 |
Learning Belief Representations for Imitation Learning in POMDPs. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Han Zhao 0002, Otilia Stretcu, Alexander J. Smola, Geoffrey J. Gordon |
Efficient Multitask Feature and Relationship Learning. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Koh Takeuchi, Yuichi Yoshida, Yoshinobu Kawahara |
Variational Inference of Penalized Regression with Submodular Functions. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper |
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Esther Derman, Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor |
A Bayesian Approach to Robust Reinforcement Learning. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Zheng Wang, Shandian Zhe |
Conditional Expectation Propagation. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Antonio Orvieto, Jonas Köhler, Aurélien Lucchi |
The Role of Memory in Stochastic Optimization. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Yingzhen Yang, Jiahui Yu |
Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Benito van der Zander, Maciej Liskiewicz |
Finding Minimal d-separators in Linear Time and Applications. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Taoan Huang, Bohui Fang, Xiaohui Bei, Fei Fang |
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Alexandra Gessner, Javier Gonzalez, Maren Mahsereci |
Active Multi-Information Source Bayesian Quadrature. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Giorgio Patrini, Rianne van den Berg, Patrick Forré, Marcello Carioni, Samarth Bhargav, Max Welling, Tim Genewein, Frank Nielsen |
Sinkhorn AutoEncoders. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Yi Xu, Shenghuo Zhu, Sen Yang, Chi Zhang, Rong Jin, Tianbao Yang |
Learning with Non-Convex Truncated Losses by SGD. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Yao Liu, Adith Swaminathan, Alekh Agarwal, Emma Brunskill |
Off-Policy Policy Gradient with Stationary Distribution Correction. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Niki Kilbertus, Philip J. Ball, Matt J. Kusner, Adrian Weller, Ricardo Silva |
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | David D. Jensen, Javier Burroni, Matthew J. Rattigan |
Object Conditioning for Causal Inference. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Luigi Gresele, Paul K. Rubenstein, Arash Mehrjou, Francesco Locatello, Bernhard Schölkopf |
The Incomplete Rosetta Stone problem: Identifiability results for Multi-view Nonlinear ICA. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Biswajit Paria, Kirthevasan Kandasamy, Barnabás Póczos |
A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Yujia Xie, Xiangfeng Wang, Ruijia Wang, Hongyuan Zha |
A Fast Proximal Point Method for Computing Exact Wasserstein Distance. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Bingshan Hu, Nishant A. Mehta, Jianping Pan 0001 |
Problem-dependent Regret Bounds for Online Learning with Feedback Graphs. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | M. Usaid Awan, Yameng Liu, Marco Morucci, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky |
Interpretable Almost Matching Exactly With Instrumental Variables. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Tailin Wu, Ian Fischer, Isaac L. Chuang, Max Tegmark |
Learnability for the Information Bottleneck. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Naman Goel, Boi Faltings |
Personalized Peer Truth Serum for Eliciting Multi-Attribute Personal Data. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Qi She, Anqi Wu |
Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Gaurush Hiranandani, Harvineet Singh, Prakhar Gupta, Iftikhar Ahamath Burhanuddin, Zheng Wen, Branislav Kveton |
Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ondrej Kuzelka, Jesse Davis |
Markov Logic Networks for Knowledge Base Completion: A Theoretical Analysis Under the MCAR Assumption. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Junkyu Lee, Radu Marinescu 0002, Alexander T. Ihler, Rina Dechter |
A Weighted Mini-Bucket Bound for Solving Influence Diagram. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Rohit Bhattacharya, Daniel Malinsky, Ilya Shpitser |
Causal Inference Under Interference And Network Uncertainty. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Adithya Raam Sankar, Prashant Doshi, Adam Goodie |
Evacuate or Not? A POMDP Model of the Decision Making of Individuals in Hurricane Evacuation Zones. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Roman Pogodin, Tor Lattimore |
On First-Order Bounds, Variance and Gap-Dependent Bounds for Adversarial Bandits. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Seong Jae Hwang, Ronak Mehta, Hyunwoo J. Kim, Sterling C. Johnson, Vikas Singh |
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Rasool Fakoor, Pratik Chaudhari, Alexander J. Smola |
P3O: Policy-on Policy-off Policy Optimization. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Davide Poderini, Rafael Chaves, Iris Agresti, Gonzalo Carvacho, Fabio Sciarrino |
Exclusivity Graph Approach to Instrumental Inequalities. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Weili Nie, Ankit Patel |
Towards a Better Understanding and Regularization of GAN Training Dynamics. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ahmed Touati, Harsh Satija, Joshua Romoff, Joelle Pineau, Pascal Vincent |
Randomized Value Functions via Multiplicative Normalizing Flows. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Agniva Chowdhury, Jiasen Yang, Petros Drineas |
Randomized Iterative Algorithms for Fisher Discriminant Analysis. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Sanghack Lee, Juan D. Correa, Elias Bareinboim |
General Identifiability with Arbitrary Surrogate Experiments. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Salmon, Pascal Poupart |
On the Relationship Between Satisfiability and Markov Decision Processes. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Topi Talvitie, Aleksis Vuoksenmaa, Mikko Koivisto |
Exact Sampling of Directed Acyclic Graphs from Modular Distributions. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Pio Monti, Kun Zhang 0001, Aapo Hyvärinen |
Causal Discovery with General Non-Linear Relationships using Non-Linear ICA. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Pan Xu 0002, Felicia Gao, Quanquan Gu |
An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Tuan Anh Le, Adam R. Kosiorek, N. Siddharth 0001, Yee Whye Teh, Frank Wood |
Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Olov Andersson, Per Sidén, Johan Dahlin, Patrick Doherty 0001, Mattias Villani |
Real-Time Robotic Search using Structural Spatial Point Processes. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Steven Holtzen, Todd D. Millstein, Guy Van den Broeck |
Generating and Sampling Orbits for Lifted Probabilistic Inference. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Liam Li, Ameet Talwalkar |
Random Search and Reproducibility for Neural Architecture Search. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Geng Ji 0001, Dehua Cheng, Huazhong Ning, Changhe Yuan, Hanning Zhou, Liang Xiong, Erik B. Sudderth |
Variational Training for Large-Scale Noisy-OR Bayesian Networks. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Rohit Bhattacharya, Razieh Nabi, Ilya Shpitser, James M. Robins |
Identification In Missing Data Models Represented By Directed Acyclic Graphs. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Stefano Tracà, Weiyu Yan, Cynthia Rudin |
Reducing Exploration of Dying Arms in Mortal Bandits. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Aadirupa Saha, Shreyas Sheshadri, Chiranjib Bhattacharyya |
Be Greedy: How Chromatic Number meets Regret Minimization in Graph Bandits. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Nicola De Cao, Wilker Aziz, Ivan Titov |
Block Neural Autoregressive Flow. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Chuan Guo, Jared S. Frank, Kilian Q. Weinberger |
Low Frequency Adversarial Perturbation. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Zhe Wang, Yi Zhou, Yingbin Liang, Guanghui Lan |
Cubic Regularization with Momentum for Nonconvex Optimization. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Hao Xiong, Yuanzhen Guo, Yibo Yang, Nicholas Ruozzi |
One-Shot Inference in Markov Random Fields. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Branislav Kveton, Csaba Szepesvári, Mohammad Ghavamzadeh, Craig Boutilier |
Perturbed-History Exploration in Stochastic Linear Bandits. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Lin F. Yang, Zheng Yu, Vladimir Braverman, Tuo Zhao, Mengdi Wang |
Online Factorization and Partition of Complex Networks by Random Walk. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Alireza Heidari, Ihab F. Ilyas, Theodoros Rekatsinas |
Approximate Inference in Structured Instances with Noisy Categorical Observations. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Xin Wang, Fisher Yu, Lisa Dunlap, Yi-An Ma, Ruth Wang, Azalia Mirhoseini, Trevor Darrell, Joseph E. Gonzalez |
Deep Mixture of Experts via Shallow Embedding. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Olivier Gouvert, Thomas Oberlin, Cédric Févotte |
Recommendation from Raw Data with Adaptive Compound Poisson Factorization. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Sinead A. Williamson, Mauricio Tec |
Random Clique Covers for Graphs with Local Density and Global Sparsity. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Duligur Ibeling, Thomas Icard |
On Open-Universe Causal Reasoning. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Francesco Tonolini, Bjørn Sand Jensen, Roderick Murray-Smith |
Variational Sparse Coding. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Shoubo Hu, Kun Zhang 0001, Zhitang Chen, Laiwan Chan |
Domain Generalization via Multidomain Discriminant Analysis. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Gregory Gundersen, Bianca Dumitrascu, Jordan T. Ash, Barbara E. Engelhardt |
End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Tim Pearce, Russell Tsuchida, Mohamed Zaki, Alexandra Brintrup, Andy Neely |
Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions. |
UAI |
2019 |
DBLP BibTeX RDF |
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| 1 | Jonathan Kuck, Tri Dao, Shenjia Zhao, Burak Bartan, Ashish Sabharwal, Stefano Ermon |
Adaptive Hashing for Model Counting. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Anthony Tompkins, Fabio Ramos |
Periodic Kernel Approximation by Index Set Fourier Series Features. |
UAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jian Wu, Saul Toscano-Palmerin, Peter I. Frazier, Andrew Gordon Wilson |
Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning. |
UAI |
2019 |
DBLP BibTeX RDF |
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