| 101 |
Defending against Whitebox Adversarial Attacks via Randomized Discretization
Yuchen Zhang, Percy Liang
|
👻
Ghosted
|
cs.LG
|
79 |
7 years ago |
| 102 |
Generalization Error of Invariant Classifiers
Jure Sokolic, Raja Giryes, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
79 |
9 years ago |
| 103 |
On Generalization Bounds of a Family of Recurrent Neural Networks
Minshuo Chen, Xingguo Li, Tuo Zhao
|
👻
Ghosted
|
cs.LG
|
78 |
6 years ago |
| 104 |
Distributed Multitask Learning
Jialei Wang, Mladen Kolar, Nathan Srebro
|
👻
Ghosted
|
stat.ML
|
78 |
10 years ago |
| 105 |
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity
Youssef Allouah, Sadegh Farhadkhani, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
77 |
3 years ago |
| 106 |
Frank-Wolfe Algorithms for Saddle Point Problems
Gauthier Gidel, Tony Jebara, Simon Lacoste-Julien
|
👻
Ghosted
|
math.OC
|
77 |
9 years ago |
| 107 |
Provable Bayesian Inference via Particle Mirror Descent
Bo Dai, Niao He, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
77 |
10 years ago |
| 108 |
Fair Correlation Clustering
Sara Ahmadian, Alessandro Epasto, ... (+2 more)
|
👻
Ghosted
|
cs.DS
|
76 |
6 years ago |
| 109 |
Adaptive Exploration in Linear Contextual Bandit
Botao Hao, Tor Lattimore, Csaba Szepesvari
|
👻
Ghosted
|
cs.LG
|
76 |
6 years ago |
| 110 |
Variance reduction properties of the reparameterization trick
Ming Xu, Matias Quiroz, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
76 |
7 years ago |
| 111 |
Best arm identification in multi-armed bandits with delayed feedback
Aditya Grover, Todor Markov, ... (+9 more)
|
👻
Ghosted
|
cs.LG
|
76 |
8 years ago |
| 112 |
Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics
Michael Herman, Tobias Gindele, ... (+3 more)
|
👻
Ghosted
|
cs.AI
|
76 |
9 years ago |
| 113 |
Structured Optimal Transport
David Alvarez-Melis, Tommi S. Jaakkola, Stefanie Jegelka
|
👻
Ghosted
|
stat.ML
|
75 |
8 years ago |
| 114 |
Stochastic Rank-1 Bandits
Sumeet Katariya, Branislav Kveton, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
74 |
9 years ago |
| 115 |
Multi-resolution Time-Series Transformer for Long-term Forecasting
Yitian Zhang, Liheng Ma, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
74 |
2 years ago |
| 116 |
Do Bayesian Neural Networks Need To Be Fully Stochastic?
Mrinank Sharma, Sebastian Farquhar, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
74 |
3 years ago |
| 117 |
Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity
Aaron Sidford, Mengdi Wang, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
73 |
6 years ago |
| 118 |
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
Hussein Mozannar, Hunter Lang, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
72 |
3 years ago |
| 119 |
Symmetric Variational Autoencoder and Connections to Adversarial Learning
Liqun Chen, Shuyang Dai, ... (+4 more)
|
👻
Ghosted
|
stat.ML
|
71 |
8 years ago |
| 120 |
Membership Inference Attacks against Synthetic Data through Overfitting Detection
Boris van Breugel, Hao Sun, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
71 |
3 years ago |
| 121 |
A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal Experiments
Adam Foster, Martin Jankowiak, ... (+3 more)
|
👻
Ghosted
|
stat.ML
|
70 |
6 years ago |
| 122 |
Sparse Dueling Bandits
Kevin Jamieson, Sumeet Katariya, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
68 |
11 years ago |
| 123 |
(Bandit) Convex Optimization with Biased Noisy Gradient Oracles
Xiaowei Hu, Prashanth L. A., ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
67 |
9 years ago |
| 124 |
Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach
Nan Lu, Tianyi Zhang, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
66 |
6 years ago |
| 125 |
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition
Pavel Izmailov, Alexander Novikov, Dmitry Kropotov
|
👻
Ghosted
|
cs.LG
|
66 |
8 years ago |
| 126 |
Nearly Instance Optimal Sample Complexity Bounds for Top-k Arm Selection
Lijie Chen, Jian Li, Mingda Qiao
|
👻
Ghosted
|
cs.LG
|
66 |
9 years ago |
| 127 |
Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT
Antti Koskela, Joonas Jälkö, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
64 |
5 years ago |
| 128 |
Fixed-Confidence Guarantees for Bayesian Best-Arm Identification
Xuedong Shang, Rianne de Heide, ... (+3 more)
|
👻
Ghosted
|
cs.LG
|
64 |
6 years ago |
| 129 |
Stable ResNet
Soufiane Hayou, Eugenio Clerico, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
63 |
5 years ago |
| 130 |
Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks
Alexander Levine, Soheil Feizi
|
👻
Ghosted
|
cs.LG
|
63 |
6 years ago |
| 131 |
Stochastic Negative Mining for Learning with Large Output Spaces
Sashank J. Reddi, Satyen Kale, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
63 |
7 years ago |
| 132 |
Test without Trust: Optimal Locally Private Distribution Testing
Jayadev Acharya, Clément L. Canonne, ... (+2 more)
|
👻
Ghosted
|
cs.DS
|
63 |
7 years ago |
| 133 |
Decentralized gradient methods: does topology matter?
Giovanni Neglia, Chuan Xu, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
62 |
6 years ago |
| 134 |
Foundations of Sequence-to-Sequence Modeling for Time Series
Vitaly Kuznetsov, Zelda Mariet
|
👻
Ghosted
|
cs.LG
|
62 |
7 years ago |
| 135 |
Chained Gaussian Processes
Alan D. Saul, James Hensman, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
62 |
9 years ago |
| 136 |
Sketching for Kronecker Product Regression and P-splines
Huaian Diao, Zhao Song, ... (+2 more)
|
👻
Ghosted
|
cs.DS
|
61 |
8 years ago |
| 137 |
Practical Bayesian optimization in the presence of outliers
Ruben Martinez-Cantin, Kevin Tee, Michael McCourt
|
👻
Ghosted
|
cs.LG
|
61 |
8 years ago |
| 138 |
Regret Bounds for Lifelong Learning
Pierre Alquier, The Tien Mai, Massimiliano Pontil
|
👻
Ghosted
|
stat.ML
|
61 |
9 years ago |
| 139 |
Multi-Level Cause-Effect Systems
Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt
|
👻
Ghosted
|
stat.ML
|
61 |
10 years ago |
| 140 |
On the Connection Between Learning Two-Layers Neural Networks and Tensor Decomposition
Marco Mondelli, Andrea Montanari
|
👻
Ghosted
|
cs.LG
|
60 |
8 years ago |
| 141 |
On Theory for BART
Veronika Rockova, Enakshi Saha
|
👻
Ghosted
|
stat.ML
|
59 |
7 years ago |
| 142 |
A PAC RL Algorithm for Episodic POMDPs
Zhaohan Daniel Guo, Shayan Doroudi, Emma Brunskill
|
👻
Ghosted
|
cs.LG
|
59 |
9 years ago |
| 143 |
Variational Gaussian Copula Inference
Shaobo Han, Xuejun Liao, ... (+2 more)
|
👻
Ghosted
|
stat.ML
|
59 |
10 years ago |
| 144 |
Mondrian Forests for Large-Scale Regression when Uncertainty Matters
Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh
|
👻
Ghosted
|
stat.ML
|
59 |
10 years ago |
| 145 |
Towards stability and optimality in stochastic gradient descent
Panos Toulis, Dustin Tran, Edoardo M. Airoldi
|
👻
Ghosted
|
stat.ME
|
59 |
10 years ago |
| 146 |
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
Minsu Kim, Sanghyeok Choi, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
57 |
2 years ago |
| 147 |
The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits
Ronshee Chawla, Abishek Sankararaman, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
56 |
6 years ago |
| 148 |
Efficient Sampling for k-Determinantal Point Processes
Chengtao Li, Stefanie Jegelka, Suvrit Sra
|
👻
Ghosted
|
cs.LG
|
56 |
10 years ago |
| 149 |
A Double Residual Compression Algorithm for Efficient Distributed Learning
Xiaorui Liu, Yao Li, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
55 |
6 years ago |
| 150 |
The Termination Critic
Anna Harutyunyan, Will Dabney, ... (+4 more)
|
👻
Ghosted
|
cs.AI
|
55 |
7 years ago |