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 |
Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation
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2022 |
Zhao, Bingchen |
Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model
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2022 |
Wang, Bingyan |
A mechanistic multi-area recurrent network model of decision-making
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2022 |
Kleinman, Michael |
Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation
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2022 |
Qin, Yuchao |