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07/07/2022
Interactive Combinatorial Bandits: Balancing Competitivity and Complementarity
We study non-modular function maximization in the online interactive ban...
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01/16/2022
Towards Sample-efficient Overparameterized Meta-learning
An overarching goal in machine learning is to build a generalizable mode...
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01/10/2022
Multiplayer Performative Prediction: Learning in Decision-Dependent Games
Learning problems commonly exhibit an interesting feedback mechanism whe...
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09/27/2021
Classification and Adversarial examples in an Overparameterized Linear Model: A Signal Processing Perspective
State-of-the-art deep learning classifiers are heavily overparameterized...
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05/16/2020