Pratik Worah
5 papers · 2017–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
Conferences
ICML (2)
NIPS (2)
ALT (1)
Top co-authors
Keywords
random matrix theory
(2)
stochastic gradient descent
(1)
online learning
(1)
neural network optimization
(1)
minimax optimization
(1)
online linear regression
(1)
distribution shift
(1)
stochastic process
(1)
fisher information matrix
(1)
eigenvalue analysis
(1)
regret bound
(1)
revenue optimization
(1)
stochastic differential equation
(1)
generative adversarial network
(1)
activation function
(1)
learning rate schedule
(1)
first-order optimization
(1)
gradient descent ascent
(1)
dynamic pricing
(1)
spectral distribution
(1)
Papers
Learning Rate Schedules in the Presence of Distribution Shift
ICML 2023
Limiting Behaviors of Nonconvex-Nonconcave Minimax Optimization via Continuous-Time Systems
ALT 2022
Learning to Price Against a Moving Target
ICML 2021
The Spectrum of the Fisher Information Matrix of a Single-Hidden-Layer Neural Network
NIPS 2018
Nonlinear random matrix theory for deep learning
NIPS 2017