Muni Sreenivas Pydi
8 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(12)
π
Interdisciplinary Bridge
π
Keyword Champion
(3)
Conferences
NIPS (4)
AISTATS (3)
ICML (1)
Top co-authors
Keywords
adversarial risk
(3)
optimal transport
(2)
adversarial robustness
(2)
variational inference
(1)
domain adaptation
(1)
convex optimization
(1)
game theory
(1)
robust statistics
(1)
nash equilibrium
(1)
distribution shift
(1)
generative model
(1)
normalizing flow
(1)
generative adversarial network
(1)
performative learning
(1)
model deployment
(1)
rejection sampling
(1)
frechet inception distance
(1)
sampling budget
(1)
probabilistic classifier
(1)
precision-recall trade-off
(1)
Papers
Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory
AISTATS 2025
Memorization in Attention-only Transformers
AISTATS 2025
Optimal Classification under Performative Distribution Shift
NIPS 2024
Optimal Budgeted Rejection Sampling for Generative Models
AISTATS 2024
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows
NIPS 2023
On the Role of Randomization in Adversarially Robust Classification
NIPS 2023
The Many Faces of Adversarial Risk
NIPS 2021
Adversarial Risk via Optimal Transport and Optimal Couplings
ICML 2020