Muni Sreenivas Pydi
8 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(3)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Learning Types
(5)
Deep Learning
(3)
Mathematics & Optimization
(3)
Mathematics
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Optimization
(2)
Application Areas
(1)
Architectures
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
adversarial risk
(3)
adversarial robustness
(3)
optimal transport
(2)
variational inference
(1)
domain adaptation
(1)
convex optimization
(1)
game theory
(1)
graph theory
(1)
robust statistics
(1)
nash equilibrium
(1)
multi-class classification
(1)
adversarial classification
(1)
distribution shift
(1)
generative model
(1)
normalizing flow
(1)
language model
(1)
generative adversarial network
(1)
performative learning
(1)
model deployment
(1)
multi-head attention
(1)
Papers
Memorization in Attention-only Transformers
AISTATS 2025
Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory
AISTATS 2025
Optimal Budgeted Rejection Sampling for Generative Models
AISTATS 2024
Optimal Classification under Performative Distribution Shift
NeurIPS 2024
On the Role of Randomization in Adversarially Robust Classification
NeurIPS 2023
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows
NeurIPS 2023
The Many Faces of Adversarial Risk
NeurIPS 2021
Adversarial Risk via Optimal Transport and Optimal Couplings
ICML 2020