Hossein Mobahi
17 papers · 2014–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (11) π Renaissance Researcher (8) πΊοΈ Taxonomy Completionist (25)
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Interdisciplinary Bridge
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Academic Marathon
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Keyword Champion
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Century Club
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Unstoppable
(9)
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Conferences
NIPS (6)
ICLR (5)
CVPR (2)
ACL (1)
COLT (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
neural network optimization
(2)
sharpness-aware minimization
(2)
knowledge distillation
(2)
neural network pruning
(1)
image generation
(1)
nonconvex optimization
(1)
few-shot learning
(1)
multi-label learning
(1)
subspace learning
(1)
automated planning
(1)
motion estimation
(1)
optimal transport
(1)
computer vision
(1)
adversarial robustness
(1)
statistical learning
(1)
signal processing
(1)
hilbert space
(1)
gradient descent
(1)
large margin classifier
(1)
wasserstein distance
(1)
Papers
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
EMNLP 2025
Avoiding spurious sharpness minimization broadens applicability of SAM
ICML 2025
On the Foundations of Shortcut Learning
ICLR 2024
Neglected Hessian component explains mysteries in sharpness regularization
NIPS 2024
On student-teacher deviations in distillation: does it pay to disobey?
NIPS 2023
Sharpness-Aware Minimization Leads to Low-Rank Features
NIPS 2023
Sharpness-Aware Minimization Improves Language Model Generalization
ACL 2022
Sharpness-aware Minimization for Efficiently Improving Generalization
ICLR 2021
A unifying view on implicit bias in training linear neural networks
ICLR 2021
Self-Distillation Amplifies Regularization in Hilbert Space
NIPS 2020
Fantastic Generalization Measures and Where to Find Them
ICLR 2020
Predicting the Generalization Gap in Deep Networks with Margin Distributions
ICLR 2019
Large Margin Deep Networks for Classification
NIPS 2018
Homotopy Analysis for Tensor PCA
COLT 2017
Learning with a Wasserstein Loss
NIPS 2015
The Aperture Problem for Refractive Motion
CVPR 2015
A Compositional Model for Low-Dimensional Image Set Representation
CVPR 2014