| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Yu-Neng Chuang, Chih-Ming Chen 0003, Chuan-Ju Wang, Ming-Feng Tsai |
Skewness Ranking Optimization for Personalized Recommendation.  |
UAI  |
2020 |
DBLP BibTeX RDF |
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| 1 | Jan Kretínský, Fabian Michel, Lukas Michel, Guillermo A. Pérez 0001 |
Finite-Memory Near-Optimal Learning for Markov Decision Processes with Long-Run Average Reward. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Luke B. Hewitt, Tuan Anh Le 0001, Joshua B. Tenenbaum |
Learning to learn generative programs with Memoised Wake-Sleep. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Amit Deshpande 0001, Praneeth Kacham, Rameshwar Pratap |
Robust k-means++. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Yifang Chen, Alex Cuellar, Haipeng Luo, Jignesh Modi, Heramb Nemlekar, Stefanos Nikolaidis |
Fair Contextual Multi-Armed Bandits: Theory and Experiments. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Sikun Yang, Heinz Koeppl |
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Matthew Wicker, Luca Laurenti, Andrea Patane, Marta Kwiatkowska |
Probabilistic Safety for Bayesian Neural Networks. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Hongjoon Ahn, Taesup Moon |
Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Nils Rethmeier, Vageesh Kumar Saxena, Isabelle Augenstein |
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Joris M. Mooij, Tom Claassen |
Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Krista Longi, Chang Rajani, Tom Sillanpää, Joni Mäkinen, Timo Rauhala, Ari Salmi, Edward Hæggström, Arto Klami |
Sensor Placement for Spatial Gaussian Processes with Integral Observations. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Rishabh Singh, José C. Príncipe |
Time Series Analysis using a Kernel based Multi-Modal Uncertainty Decomposition Framework. |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Wittawat Jitkrittum, Heishiro Kanagawa, Bernhard Schölkopf |
Testing Goodness of Fit of Conditional Density Models with Kernels. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky |
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Or Dinari, Oren Freifeld |
Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner |
Deep Sigma Point Processes. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Ajay Jain, Pieter Abbeel, Deepak Pathak |
Locally Masked Convolution for Autoregressive Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Patrick Dallaire, Luca Ambrogioni, Ludovic Trottier, Umut Güçlü, Max Hinne, Philippe Giguère, Marcel van Gerven, François Laviolette |
The Indian Chefs Process. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Eric Hans Lee, David Eriksson, David Bindel, Bolong Cheng, Mike Mccourt |
Efficient Rollout Strategies for Bayesian Optimization. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Sorawit Saengkyongam, Ricardo Silva |
Learning Joint Nonlinear Effects from Single-variable Interventions in the Presence of Hidden Confounders. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Guohua Cheng, Hongli Ji, Yan Tian |
Walking on Two Legs: Learning Image Segmentation with Noisy Labels. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Aditya Modi 0002, Ambuj Tewari |
No-regret Exploration in Contextual Reinforcement Learning. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | San Gultekin, John W. Paisley |
Risk Bounds for Low Cost Bipartite Ranking. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Marco Eigenmann, Sach Mukherjee, Marloes H. Maathuis |
Evaluation of Causal Structure Learning Algorithms via Risk Estimation. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Meet P. Vadera, Brian Jalaian, Benjamin M. Marlin |
Generalized Bayesian Posterior Expectation Distillation for Deep Neural Networks. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez |
On the design of consequential ranking algorithms. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Eric A. Hansen, Thomas Bowman |
Improved Vector Pruning in Exact Algorithms for Solving POMDPs. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Victor Veitch, Dhanya Sridhar, David M. Blei |
Adapting Text Embeddings for Causal Inference. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Yijue Dai, Tianjian Zhang, Zhidi Lin, Feng Yin, Sergios Theodoridis, Shuguang Cui |
An Interpretable and Sample Efficient Deep Kernel for Gaussian Process. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Michael Teng, Tuan Anh Le 0001, Adam Scibior, Frank Wood |
Semi-supervised Sequential Generative Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Yu-Jie Zhang, Peng Zhao 0006, Zhi-Hua Zhou |
A Simple Online Algorithm for Competing with Dynamic Comparators. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Chandler Squires, Yuhao Wang 0005, Caroline Uhler |
Permutation-Based Causal Structure Learning with Unknown Intervention Targets. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Tal Friedman, Guy Van den Broeck |
Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Zhiqiang Xu, Ping Li 0001 |
A Practical Riemannian Algorithm for Computing Dominant Generalized Eigenspace. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Hanwen Xing, Geoff Nicholls, Jeong Lee |
Distortion estimates for approximate Bayesian inference. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Tom Zahavy, Alon Cohen, Haim Kaplan, Yishay Mansour |
Unknown mixing times in apprenticeship and reinforcement learning. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Adrien Dulac, Éric Gaussier, Christine Largeron |
Mixed-Membership Stochastic Block Models for Weighted Networks. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Kaiwen Zhou, Yanghua Jin, Qinghua Ding, James Cheng |
Amortized Nesterov's Momentum: A Robust Momentum and Its Application to Deep Learning. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Maximilian Igl, Andrew Gambardella, Jinke He, Nantas Nardelli, N. Siddharth 0001, Wendelin Boehmer, Shimon Whiteson |
Multitask Soft Option Learning. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Thomas Flynn 0001, Kwangmin Yu, Abid Malik, Nicholas D'Imperio, Shinjae Yoo |
Bounding the expected run-time of nonconvex optimization with early stopping. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Aurélien Bibaut, Antoine Chambaz, Mark J. van der Laan |
Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Michael Wan, Tanmay Gangwani, Jian Peng 0001 |
Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Federico Tomasi, Praveen Chandar, Gal Levy-Fix, Mounia Lalmas-Roelleke, Zhenwen Dai |
Stochastic Variational Inference for Dynamic Correlated Topic Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Pawel M. Chilinski, Ricardo Silva |
Neural Likelihoods via Cumulative Distribution Functions. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Kevin Swersky, Yulia Rubanova, David Dohan, Kevin Murphy |
Amortized Bayesian Optimization over Discrete Spaces. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Jean Tarbouriech, Shubhanshu Shekhar, Matteo Pirotta, Mohammad Ghavamzadeh, Alessandro Lazaric |
Active Model Estimation in Markov Decision Processes. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Zhongyi Hu, Robin Evans |
Faster algorithms for Markov equivalence. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Jussi Viinikka, Mikko Koivisto |
Layering-MCMC for Structure Learning in Bayesian Networks. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Emilija Perkovic |
Identifying causal effects in maximally oriented partially directed acyclic graphs. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Noam Finkelstein, Ilya Shpitser |
Deriving Bounds And Inequality Constraints Using Logical Relations Among Counterfactuals. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Ryan P. Adams, Vibhav Gogate (eds.) |
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, UAI 2020, virtual online, August 3-6, 2020 |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Sayak Ray Chowdhury, Rafael Oliveira 0001, Fabio Ramos 0001 |
Active Learning of Conditional Mean Embeddings via Bayesian Optimisation. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Hermanni Hälvä, Aapo Hyvärinen |
Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Yue Wang 0068, Shaofeng Zou |
Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Xinming Liu, Joseph Y. Halpern |
Bounded Rationality in Las Vegas: Probabilistic Finite Automata Play Multi-Armed Bandits. |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Silva Carvalho, Ke Wang 0001, Lovedeep Gondara, Chunyan Miao |
Differentially Private Top-k Selection via Stability on Unknown Domain. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Xi Wang, Junming Yin |
Relaxed Multivariate Bernoulli Distribution and Its Applications to Deep Generative Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Lirong Xia |
Optimal Statistical Hypothesis Testing for Social Choice. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Numair Sani, Jaron J. R. Lee, Ilya Shpitser |
Identification and Estimation of Causal Effects Defined by Shift Interventions. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Konstantin Mishchenko, Filip Hanzely, Peter Richtárik |
99% of Worker-Master Communication in Distributed Optimization Is Not Needed. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Mengxiao Zhang, Fernando Beltrán, Jiamou Liu |
Selling Data at an Auction under Privacy Constraints. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Aaron Zweig, Joan Bruna |
Provably Efficient Third-Person Imitation from Offline Observation. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Tengyang Xie, Nan Jiang 0008 |
Q* Approximation Schemes for Batch Reinforcement Learning: A Theoretical Comparison. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Travis Dick, Wesley Pegden, Maria-Florina Balcan |
Semi-bandit Optimization in the Dispersed Setting. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Ayman Boustati, Sattar Vakili, James Hensman, S. T. John |
Amortized variance reduction for doubly stochastic objective. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Xu He, Haipeng Chen 0001, Bo An 0001 |
Learning Behaviors with Uncertain Human Feedback. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Jakob Runge |
Discovering contemporaneous and lagged causal relations in autocorrelated nonlinear time series datasets. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi |
Learning LWF Chain Graphs: A Markov Blanket Discovery Approach. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Ehsan Amid, Manfred K. Warmuth |
Divergence-Based Motivation for Online EM and Combining Hidden Variable Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | David I. Inouye, Liu Leqi, Joon Sik Kim, Bryon Aragam, Pradeep Ravikumar |
Automated Dependence Plots. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Alexander Lyzhov, Yuliya Molchanova, Arsenii Ashukha, Dmitry Molchanov, Dmitry P. Vetrov |
Greedy Policy Search: A Simple Baseline for Learnable Test-Time Augmentation. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Rudy Bunel, Alessandro De Palma, Alban Desmaison, Krishnamurthy Dvijotham, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar |
Lagrangian Decomposition for Neural Network Verification. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Philips George John, Deepak Vijaykeerthy, Diptikalyan Saha |
Verifying Individual Fairness in Machine Learning Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Seyed Mohammad Asghari, Yi Ouyang 0002, Ashutosh Nayyar |
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Bradly C. Stadie, Lunjun Zhang, Jimmy Ba |
Learning Intrinsic Rewards as a Bi-Level Optimization Problem. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Zhijian Ou, Yunfu Song |
Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Kai Zhou 0001, Yevgeniy Vorobeychik |
Robust Collective Classification against Structural Attacks. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Julius von Kügelgen, Alexander Mey, Marco Loog, Bernhard Schölkopf |
Semi-supervised learning, causality, and the conditional cluster assumption. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Siamak Zamani Dadaneh, Shahin Boluki, Mingzhang Yin, Mingyuan Zhou, Xiaoning Qian |
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Raj Kumar Maity, Arya Mazumdar, Soumyabrata Pal |
High Dimensional Discrete Integration over the Hypergrid. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Jun Ho Yoon, Seyoung Kim |
EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Yangyi Lu, Amirhossein Meisami, Ambuj Tewari, William Yan |
Regret Analysis of Bandit Problems with Causal Background Knowledge. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Hoda Bidkhori, John Dickerson 0001, Duncan C. McElfresh, Ke Ren |
Kidney Exchange with Inhomogeneous Edge Existence Uncertainty. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Jingge Zhu |
Semi-Supervised Learning: the Case When Unlabeled Data is Equally Useful. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Arnab Kumar Mondal, Arnab Bhattacharjee, Sudipto Mukherjee 0001, Himanshu Asnani, Sreeram Kannan, Prathosh A. P. |
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Honghua Zhang, Steven Holtzen, Guy Van den Broeck |
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Krikamol Muandet, Wittawat Jitkrittum, Jonas M. Kübler |
Kernel Conditional Moment Test via Maximum Moment Restriction. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Jan-Christian Hütter, Philippe Rigollet |
Estimation Rates for Sparse Linear Cyclic Causal Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Giulia Denevi, Massimiliano Pontil, Dimitrios Stamos |
Online Parameter-Free Learning of Multiple Low Variance Tasks. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng |
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Soumyasundar Pal, Saber Malekmohammadi, Florence Regol, Yingxue Zhang 0001, Yishi Xu, Mark Coates |
Non Parametric Graph Learning for Bayesian Graph Neural Networks. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Ayan Mukhopadhyay, Kai Wang 0040, Andrew Perrault, Mykel J. Kochenderfer, Milind Tambe, Yevgeniy Vorobeychik |
Robust Spatial-Temporal Incident Prediction. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Wei Xing, Brian D. Ziebart |
Adversarial Learning for 3D Matching. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Andrew Holbrook, Shiwei Lan, Jeffrey Streets, Babak Shahbaba |
Nonparametric Fisher Geometry with Application to Density Estimation. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Alex Markham, Moritz Grosse-Wentrup |
Measurement Dependence Inducing Latent Causal Models. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Peiyuan Zhu, Alexandre Bouchard-Côté, Trevor Campbell |
Slice Sampling for General Completely Random Measures. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Marcelo Hartmann, Georgi Agiashvili, Paul C. Bürkner, Arto Klami |
Flexible Prior Elicitation via the Prior Predictive Distribution. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Priyank Agrawal, Theja Tulabandhula |
Learning by Repetition: Stochastic Multi-armed Bandits under Priming Effect. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Diego Agudelo-España, Sebastián Gómez-González, Stefan Bauer, Bernhard Schölkopf, Jan Peters 0001 |
Bayesian Online Prediction of Change Points. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Søren Wengel Mogensen |
Causal screening in dynamical systems. (PDF / PS) |
UAI |
2020 |
DBLP BibTeX RDF |
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