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02/05/2023
FineDeb: A Debiasing Framework for Language Models
As language models are increasingly included in human-facing machine lea...
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07/12/2022
Long Term Fairness for Minority Groups via Performative Distributionally Robust Optimization
Fairness researchers in machine learning (ML) have coalesced around seve...
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03/22/2022
Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum
Most convergence guarantees for stochastic gradient descent with momentu...
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02/06/2020
Multi Type Mean Field Reinforcement Learning
Mean field theory provides an effective way of scaling multiagent reinfo...
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01/30/2019
Private Q-Learning with Functional Noise in Continuous Spaces
We consider privacy-preserving algorithms for deep reinforcement learnin...
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01/09/2018
