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05/31/2023
Is Learning in Games Good for the Learners?
We consider a number of questions related to tradeoffs between reward an...
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05/28/2022
History-Restricted Online Learning
We introduce the concept of history-restricted no-regret online learning...
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02/02/2022
Algorithms for Efficiently Learning Low-Rank Neural Networks
We study algorithms for learning low-rank neural networks – networks whe...
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02/24/2021
The Logical Options Framework
Learning composable policies for environments with complex rules and tas...
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09/13/2020
The Platform Design Problem
On-line firms deploy suites of software platforms, where each platform i...
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09/04/2019
Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform
Companies increasingly expose machine learning (ML) models trained over ...
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04/19/2017
A Large Self-Annotated Corpus for Sarcasm
We introduce the Self-Annotated Reddit Corpus (SARC), a large corpus for...
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10/13/2016