Muni Sreenivas Pydi

29 papers A* 5A 3B 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance.
Trans. Mach. Learn. Res.
Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen
2025 A conf
Memorization in Attention-only Transformers.
AISTATS
Léo Dana, Muni Sreenivas Pydi, Yann Chevaleyre
2025 J jnl
Memorization in Fine-Tuned Large Language Models.
CoRR
Danil Savine, Muni Sreenivas Pydi, Jamal Atif, Olivier Cappé
2025 A conf
Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory.
AISTATS
Lucas Gnecco Heredia, Matteo Sammut, Muni Sreenivas Pydi, Rafael Pinot, Benjamin Négrevergne, Yann Chevaleyre
2025 J jnl
Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory.
CoRR
Lucas Gnecco Heredia, Matteo Sammut, Muni Sreenivas Pydi, Rafael Pinot, Benjamin Négrevergne, Yann Chevaleyre
2024 J jnl
Memorization in Attention-only Transformers.
CoRR
Léo Dana, Muni Sreenivas Pydi, Yann Chevaleyre
2024 A conf
Optimal Budgeted Rejection Sampling for Generative Models.
AISTATS
Alexandre Verine, Muni Sreenivas Pydi, Benjamin Négrevergne, Yann Chevaleyre
2024 A* conf
Optimal Classification under Performative Distribution Shift.
NeurIPS
Edwige Cyffers, Muni Sreenivas Pydi, Jamal Atif, Olivier Cappé
2024 J jnl
Optimal Classification under Performative Distribution Shift.
CoRR
Edwige Cyffers, Muni Sreenivas Pydi, Jamal Atif, Olivier Cappé
2024 J jnl
The Many Faces of Adversarial Risk: An Expanded Study.
IEEE Trans. Inf. Theory
Muni Sreenivas Pydi, Varun S. Jog
2023 J jnl
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance for Non-Parametric Generative Modeling.
CoRR
Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen
2023 A* conf
On the Role of Randomization in Adversarially Robust Classification.
NeurIPS
Lucas Gnecco Heredia, Muni Sreenivas Pydi, Laurent Meunier, Benjamin Négrevergne, Yann Chevaleyre
2023 J jnl
Optimal Budgeted Rejection Sampling for Generative Models.
CoRR
Alexandre Verine, Muni Sreenivas Pydi, Benjamin Négrevergne, Yann Chevaleyre
2023 A* conf
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows.
NeurIPS
Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre
2023 J jnl
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows.
CoRR
Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre
2023 J jnl
Robust empirical risk minimization via Newton's method.
CoRR
Eirini Ioannou, Muni Sreenivas Pydi, Po-Ling Loh
2023 J jnl
Training Normalizing Flows with the Precision-Recall Divergence.
CoRR
Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre
2022 J jnl
The Many Faces of Adversarial Risk.
CoRR
Muni Sreenivas Pydi, Varun S. Jog
2021 J jnl
Adversarial Risk via Optimal Transport and Optimal Couplings.
IEEE Trans. Inf. Theory
Muni Sreenivas Pydi, Varun S. Jog
2021 A* conf
The Many Faces of Adversarial Risk.
NeurIPS
Muni Sreenivas Pydi, Varun S. Jog
2020 A* conf
Adversarial Risk via Optimal Transport and Optimal Couplings.
ICML
Muni Sreenivas Pydi, Varun S. Jog
2019 J jnl
Active Learning with Importance Sampling.
CoRR
Muni Sreenivas Pydi, Vishnu Suresh Lokhande
2019 J jnl
Adversarial Risk via Optimal Transport and Optimal Couplings.
CoRR
Muni Sreenivas Pydi, Varun S. Jog
2018 — conf
Graph-Based Ascent Algorithms for Function Maximization.
Allerton
Muni Sreenivas Pydi, Varun S. Jog, Po-Ling Loh
2018 J jnl
Graph-Based Ascent Algorithms for Function Maximization.
CoRR
Muni Sreenivas Pydi, Varun S. Jog, Po-Ling Loh
2018 B conf
On Consistency of Compressive Spectral Clustering.
ISIT
Muni Sreenivas Pydi, Ambedkar Dukkipati
2017 J jnl
Analytic Connectivity in General Hypergraphs.
CoRR
Ashwin Guha, Muni Sreenivas Pydi, Biswajit Paria, Ambedkar Dukkipati
2017 J jnl
On Consistency of Compressive Spectral Clustering.
CoRR
Muni Sreenivas Pydi, Ambedkar Dukkipati
2017 — conf
Random access retransmission scheme for power limited nodes.
NCC
Karthik Nagasubramanian, Muni Sreenivas Pydi