NN-Baker: A Neural-network Infused Algorithmic Framework for Optimization Problems on Geometric Intersection Graphs
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2022 |
McCarty, Evan |
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents
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2022 |
Qiu, Wei |
XDO: A Double Oracle Algorithm for Extensive-Form Games
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2022 |
McAleer, Stephen |
Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization
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2022 |
Deng, Qi |
Bandits with Knapsacks beyond the Worst Case
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2022 |
Sankararaman, Karthik Abinav |
Learning to Compose Visual Relations
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2022 |
Liu, Nan |
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem
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2022 |
Barik, Adarsh |
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
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2022 |
Chapel, Laetitia |
Adaptive Diffusion in Graph Neural Networks
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2022 |
Zhao, Jialin |
PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization
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2022 |
Sun, Benyuan |
Interpolation can hurt robust generalization even when there is no noise
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2022 |
Donhauser, Konstantin |
Towards a Theoretical Framework of Out-of-Distribution Generalization
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2022 |
Ye, Haotian |
Fast rates for prediction with limited expert advice
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2022 |
Saad, El Mehdi |
MERLOT: Multimodal Neural Script Knowledge Models
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2022 |
Zellers, Rowan |
Off-Policy Risk Assessment in Contextual Bandits
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2022 |
Huang, Audrey |
Estimating Multi-cause Treatment Effects via Single-cause Perturbation
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2022 |
Qian, Zhaozhi |
Multiclass versus Binary Differentially Private PAC Learning
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2022 |
Sivakumar, Satchit |
Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses
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2022 |
Luo, Haipeng |
Cycle Self-Training for Domain Adaptation
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2022 |
Liu, Hong |
A Note on Sparse Generalized Eigenvalue Problem
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2022 |
Cai, Yunfeng |