Hisham Husain
12 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (27) π Conference Polyglot (6)
π
Academic Marathon
(6)
π
Cross-Pollinator
(14)
π
Century Club
(12)
π₯
Unstoppable
(7)
ποΈ
Keyword Collector
(60)
Conferences
NIPS (4)
AISTATS (3)
ICML (2)
ALT (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
wasserstein distance
(2)
catastrophic forgetting
(1)
optimal transport
(1)
robust optimization
(1)
semi-supervised learning
(1)
adversarial robustness
(1)
algorithmic fairness
(1)
policy optimization
(1)
variational inference
(1)
domain adaptation
(1)
fenchel duality
(1)
bayesian inference
(1)
density estimation
(1)
uncertainty quantification
(1)
semantic segmentation
(1)
robust reinforcement learning
(1)
computational complexity
(1)
risk minimization
(1)
label noise
(1)
continual learning
(1)
Papers
Geometric Collaborative Filtering with Convergence
AISTATS 2025
Rejection via Learning Density Ratios
NIPS 2024
Improving the Convergence of Dynamic NeRFs via Optimal Transport
ICLR 2024
Fair Densities via Boosting the Sufficient Statistics of Exponential Families
ICML 2023
Distributionally Robust Bayesian Optimization with $\varphi$-divergences
NIPS 2023
Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups
ICCV 2023
Adversarial Interpretation of Bayesian Inference
ALT 2022
Regularized Policies are Reward Robust
AISTATS 2021
Local Differential Privacy for Sampling
AISTATS 2020
Distributional Robustness with IPMs and links to Regularization and GANs
NIPS 2020
Optimal Continual Learning has Perfect Memory and is NP-hard
ICML 2020
A Primal-Dual link between GANs and Autoencoders
NIPS 2019