Muni Sreenivas Pydi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Generative Model

Top Venues

IEEE Trans. Inf. Theory

Publications

Alexandre Verine, Muni Sreenivas Pydi, Benjamin Négrevergne, Yann Chevaleyre
Optimal Budgeted Rejection Sampling for Generative Models. AISTATS (2024)
Muni Sreenivas Pydi, Varun S. Jog
The Many Faces of Adversarial Risk: An Expanded Study. IEEE Trans. Inf. Theory 70 (1) (2024)
Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows. NeurIPS (2023)
Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre
Training Normalizing Flows with the Precision-Recall Divergence. CoRR (2023)
Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows. CoRR (2023)
Eirini Ioannou, Muni Sreenivas Pydi, Po-Ling Loh
Robust empirical risk minimization via Newton's method. CoRR (2023)
Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance for Non-Parametric Generative Modeling. CoRR (2023)
Alexandre Verine, Muni Sreenivas Pydi, Benjamin Négrevergne, Yann Chevaleyre
Optimal Budgeted Rejection Sampling for Generative Models. CoRR (2023)
Lucas Gnecco Heredia, Muni Sreenivas Pydi, Laurent Meunier, Benjamin Négrevergne, Yann Chevaleyre
On the Role of Randomization in Adversarially Robust Classification. NeurIPS (2023)
Muni Sreenivas Pydi, Varun S. Jog
The Many Faces of Adversarial Risk. CoRR (2022)
Muni Sreenivas Pydi, Varun S. Jog
Adversarial Risk via Optimal Transport and Optimal Couplings. IEEE Trans. Inf. Theory 67 (9) (2021)
Muni Sreenivas Pydi, Varun S. Jog
The Many Faces of Adversarial Risk. NeurIPS (2021)
Muni Sreenivas Pydi, Varun S. Jog
Adversarial Risk via Optimal Transport and Optimal Couplings. ICML (2020)
Muni Sreenivas Pydi, Varun S. Jog
Adversarial Risk via Optimal Transport and Optimal Couplings. CoRR (2019)
Muni Sreenivas Pydi, Vishnu Suresh Lokhande
Active Learning with Importance Sampling. CoRR (2019)
Muni Sreenivas Pydi, Varun S. Jog, Po-Ling Loh
Graph-Based Ascent Algorithms for Function Maximization. CoRR (2018)
Muni Sreenivas Pydi, Varun S. Jog, Po-Ling Loh
Graph-Based Ascent Algorithms for Function Maximization. Allerton (2018)
Muni Sreenivas Pydi, Ambedkar Dukkipati
On Consistency of Compressive Spectral Clustering. ISIT (2018)
Muni Sreenivas Pydi, Ambedkar Dukkipati
On Consistency of Compressive Spectral Clustering. CoRR (2017)
Ashwin Guha, Muni Sreenivas Pydi, Biswajit Paria, Ambedkar Dukkipati
Analytic Connectivity in General Hypergraphs. CoRR (2017)
Karthik Nagasubramanian, Muni Sreenivas Pydi
Random access retransmission scheme for power limited nodes. NCC (2017)