| 51 |
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data
Krzysztof Chalupka, Tobias Bischoff, ... (+2 more)
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stat.ML
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43 |
9 years ago |
| 52 |
Learning to Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning
Ruihan Wu, Xiangyu Chen, ... (+2 more)
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cs.LG
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42 |
3 years ago |
| 53 |
Data-Dependent Randomized Smoothing
Motasem Alfarra, Adel Bibi, ... (+2 more)
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cs.LG
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40 |
5 years ago |
| 54 |
Thompson Sampling is Asymptotically Optimal in General Environments
Jan Leike, Tor Lattimore, ... (+2 more)
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cs.LG
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40 |
10 years ago |
| 55 |
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm
Kirtan Padh, Diego Antognini, ... (+3 more)
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cs.LG
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38 |
5 years ago |
| 56 |
Zero-Truncated Poisson Tensor Factorization for Massive Binary Tensors
Changwei Hu, Piyush Rai, Lawrence Carin
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👻
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stat.ML
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38 |
10 years ago |
| 57 |
Invariant Representation Learning for Treatment Effect Estimation
Claudia Shi, Victor Veitch, David Blei
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👻
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cs.LG
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36 |
5 years ago |
| 58 |
Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias
Patrick Forré, Joris M. Mooij
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👻
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stat.ML
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36 |
7 years ago |
| 59 |
Learning to select computations
Frederick Callaway, Sayan Gul, ... (+3 more)
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cs.AI
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36 |
8 years ago |
| 60 |
Degrees of Freedom in Deep Neural Networks
Tianxiang Gao, Vladimir Jojic
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👻
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cs.LG
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36 |
10 years ago |
| 61 |
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection
Dennis Ulmer, Giovanni Cinà
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👻
Ghosted
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cs.LG
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35 |
5 years ago |
| 62 |
Improved Generalization Bounds of Group Invariant / Equivariant Deep Networks via Quotient Feature Spaces
Akiyoshi Sannai, Masaaki Imaizumi, Makoto Kawano
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👻
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stat.ML
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35 |
6 years ago |
| 63 |
Semi-described and semi-supervised learning with Gaussian processes
Andreas Damianou, Neil D. Lawrence
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👻
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stat.ML
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35 |
10 years ago |
| 64 |
Efficient Privacy-Preserving Stochastic Nonconvex Optimization
Lingxiao Wang, Bargav Jayaraman, ... (+2 more)
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cs.LG
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34 |
6 years ago |
| 65 |
Determinantal Point Processes for Mini-Batch Diversification
Cheng Zhang, Hedvig Kjellstrom, Stephan Mandt
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👻
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cs.LG
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34 |
9 years ago |
| 66 |
Kernel-Based Just-In-Time Learning for Passing Expectation Propagation Messages
Wittawat Jitkrittum, Arthur Gretton, ... (+5 more)
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stat.ML
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33 |
11 years ago |
| 67 |
Locally Masked Convolution for Autoregressive Models
Ajay Jain, Pieter Abbeel, Deepak Pathak
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🌅
Old Age
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cs.LG
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32 |
5 years ago |
| 68 |
Estimating Mutual Information by Local Gaussian Approximation
Shuyang Gao, Greg Ver Steeg, Aram Galstyan
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👻
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cs.IT
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32 |
10 years ago |
| 69 |
Neural Probabilistic Logic Programming in Discrete-Continuous Domains
Lennert De Smet, Pedro Zuidberg Dos Martires, ... (+4 more)
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cs.AI
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31 |
3 years ago |
| 70 |
Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks
Diarmaid Conaty, Denis D. Mauá, Cassio P. de Campos
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👻
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cs.AI
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31 |
9 years ago |
| 71 |
Online Learning to Sample
Guillaume Bouchard, Théo Trouillon, ... (+2 more)
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cs.LG
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31 |
10 years ago |
| 72 |
Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations
David Maxwell Chickering, Christopher Meek
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👻
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cs.LG
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31 |
10 years ago |
| 73 |
Hamiltonian ABC
Edward Meeds, Robert Leenders, Max Welling
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👻
Ghosted
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stat.ML
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31 |
11 years ago |
| 74 |
Probabilistic AND-OR Attribute Grouping for Zero-Shot Learning
Yuval Atzmon, Gal Chechik
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👻
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cs.CV
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30 |
7 years ago |
| 75 |
Composing inference algorithms as program transformations
Robert Zinkov, Chung-chieh Shan
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👻
Ghosted
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stat.ML
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30 |
10 years ago |
| 76 |
On Convergence and Optimality of Best-Response Learning with Policy Types in Multiagent Systems
Stefano V. Albrecht, Subramanian Ramamoorthy
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👻
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cs.AI
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29 |
6 years ago |
| 77 |
Cubic Regularization with Momentum for Nonconvex Optimization
Zhe Wang, Yi Zhou, ... (+2 more)
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math.OC
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29 |
7 years ago |
| 78 |
Privacy-Aware Compression for Federated Data Analysis
Kamalika Chaudhuri, Chuan Guo, Mike Rabbat
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👻
Ghosted
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cs.LG
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29 |
4 years ago |
| 79 |
Learning to learn generative programs with Memoised Wake-Sleep
Luke B. Hewitt, Tuan Anh Le, Joshua B. Tenenbaum
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👻
Ghosted
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cs.AI
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28 |
5 years ago |
| 80 |
A Cost-Effective Framework for Preference Elicitation and Aggregation
Zhibing Zhao, Haoming Li, ... (+5 more)
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cs.LG
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27 |
8 years ago |
| 81 |
How unfair is private learning ?
Amartya Sanyal, Yaxi Hu, Fanny Yang
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👻
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cs.LG
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27 |
3 years ago |
| 82 |
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
Samuel Kessler, Vu Nguyen, ... (+2 more)
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stat.ML
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26 |
6 years ago |
| 83 |
Efficient Search-Based Weighted Model Integration
Zhe Zeng, Guy Van den Broeck
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👻
Ghosted
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cs.AI
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26 |
7 years ago |
| 84 |
New Limits for Knowledge Compilation and Applications to Exact Model Counting
Paul Beame, Vincent Liew
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👻
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cs.AI
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26 |
10 years ago |
| 85 |
Creative Agents: Empowering Agents with Imagination for Creative Tasks
Penglin Cai, Chi Zhang, ... (+3 more)
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💤
Eternal Rest
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cs.AI
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26 |
2 years ago |
| 86 |
Combinatorial Semi-Bandit in the Non-Stationary Environment
Wei Chen, Liwei Wang, ... (+2 more)
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👻
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cs.LG
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25 |
6 years ago |
| 87 |
Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning
Smitha Milli, Anca D. Dragan
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👻
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cs.AI
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25 |
7 years ago |
| 88 |
Nesting Probabilistic Programs
Tom Rainforth
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👻
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stat.ML
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25 |
8 years ago |
| 89 |
Fast Amortized Inference and Learning in Log-linear Models with Randomly Perturbed Nearest Neighbor Search
Stephen Mussmann, Daniel Levy, Stefano Ermon
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👻
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cs.LG
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25 |
8 years ago |
| 90 |
Efficient Multitask Feature and Relationship Learning
Han Zhao, Otilia Stretcu, ... (+2 more)
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cs.LG
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25 |
9 years ago |
| 91 |
Bethe Projections for Non-Local Inference
Luke Vilnis, David Belanger, ... (+2 more)
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stat.ML
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24 |
11 years ago |
| 92 |
Differentially Private SGDA for Minimax Problems
Zhenhuan Yang, Shu Hu, ... (+4 more)
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cs.LG
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24 |
4 years ago |
| 93 |
Minimax Sample Complexity for Turn-based Stochastic Game
Qiwen Cui, Lin F. Yang
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👻
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cs.LG
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23 |
5 years ago |
| 94 |
Graph-based Clustering under Differential Privacy
Rafael Pinot, Anne Morvan, ... (+3 more)
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cs.DS
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23 |
8 years ago |
| 95 |
Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings
Tal Friedman, Guy Van den Broeck
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👻
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cs.AI
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22 |
6 years ago |
| 96 |
Statistically Robust Neural Network Classification
Benjie Wang, Stefan Webb, Tom Rainforth
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👻
Ghosted
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stat.ML
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22 |
6 years ago |
| 97 |
Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions
Hossein Soleimani, Adarsh Subbaswamy, Suchi Saria
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👻
Ghosted
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stat.ML
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22 |
9 years ago |
| 98 |
Inverse Reinforcement Learning via Deep Gaussian Process
Ming Jin, Andreas Damianou, ... (+2 more)
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cs.LG
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22 |
10 years ago |
| 99 |
Alternative Markov and Causal Properties for Acyclic Directed Mixed Graphs
Jose M. Peña
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👻
Ghosted
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stat.ML
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22 |
10 years ago |
| 100 |
Co-training for Policy Learning
Jialin Song, Ravi Lanka, ... (+2 more)
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cs.LG
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21 |
6 years ago |