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Parikshit Gopalan

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  • ITCS2 editions2022–2023

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titleconferencedate
Loss Minimization through the lens of Outcome IndistinguishabilityITCS 20232023-01-10
Paper proves that requiring loss OI—Outcome Indistinguishability for a loss-derived distinguisher class—is sufficient to get an Omnipredictor, with learning…
Talk on
OmnipredictorsITCS 20222022-01-31
Shows that a multi-calibrated predictor (computed from data via a weak agnostic learner and multicalibration algorithms) serves as an omnipredictor for…
Talk on
On the Power of Gradually Increasing IndependenceConnections Between Algorithm Design and Complexity Theory2015-09-28
An iterative PRG method breaks a hard global test into stages that reduce dimension (n → √n → …) and increases independence at each stage so that a k-wise…
Talk
Coding for Modern Distributed Storage Systems IInformation Theory Boot Camp 20152015-01-13
Introduces a formal data locality R and proves any linear code with that locality needs length at least K + ceil(K/R) + D − 2, so locality forces a roughly…
Talk on
Coding for Modern Distributed Storage Systems IIInformation Theory Boot Camp 20152015-01-13
Continues the LRC story with explicit constructions and a concrete failure model: a Reed–Solomon variant picks a degree set skipping every (R+1)th monomial to…
Talk
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