Ronak Mehta
10 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6)
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Cross-Pollinator
(7)
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Renaissance Researcher
(5)
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Conference Polyglot
(6)
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Century Club
(10)
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The Questioner
Conferences
ICCV (3)
ICLR (2)
NIPS (2)
AISTATS (1)
CVPR (1)
ICML (1)
Top co-authors
Keywords
variance reduction
(2)
stochastic optimization
(1)
face recognition
(1)
neural architecture search
(1)
machine unlearning
(1)
pet imaging
(1)
risk minimization
(1)
discrete optimization
(1)
strong convexity
(1)
primal-dual algorithm
(1)
hessian approximation
(1)
conditional independence
(1)
linear convergence
(1)
distributionally robust optimization
(1)
data balancing
(1)
subgradient method
(1)
spectral risk measure
(1)
stochastic method
(1)
risk objective
(1)
self-supervised clustering
(1)
Papers
A Generalization Theory for Zero-Shot Prediction
ICML 2025
Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization
NIPS 2024
The Benefits of Balance: From Information Projections to Variance Reduction
NIPS 2024
Distributionally Robust Optimization with Bias and Variance Reduction
ICLR 2024
Efficient Discrete Multi Marginal Optimal Transport Regularization
ICLR 2023
Stochastic Optimization for Spectral Risk Measures
AISTATS 2023
Deep Unlearning via Randomized Conditionally Independent Hessians
CVPR 2022
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help?
ICCV 2019
Scaling Recurrent Models via Orthogonal Approximations in Tensor Trains
ICCV 2019
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer
ICCV 2019