Muni Sreenivas Pydi

According to our database, Muni Sreenivas Pydi authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Many Faces of Adversarial Risk: An Expanded Study.

Muni Sreenivas Pydi, Varun S. Jog

IEEE Trans. Inf. Theory, January, 2024

Optimal Budgeted Rejection Sampling for Generative Models.

Alexandre Verine, Muni Sreenivas Pydi, Benjamin Négrevergne, Yann Chevaleyre

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Differentially Private Gradient Flow based on the Sliced Wasserstein Distance for Non-Parametric Generative Modeling.

Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen

CoRR, 2023

Training Normalizing Flows with the Precision-Recall Divergence.

Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre

CoRR, 2023

Robust empirical risk minimization via Newton's method.

Eirini Ioannou, Muni Sreenivas Pydi, Po-Ling Loh

CoRR, 2023

Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows.

Alexandre Verine, Benjamin Négrevergne, Muni Sreenivas Pydi, Yann Chevaleyre

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On the Role of Randomization in Adversarially Robust Classification.

Lucas Gnecco Heredia, Muni Sreenivas Pydi, Laurent Meunier, Benjamin Négrevergne, Yann Chevaleyre

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Adversarial Risk via Optimal Transport and Optimal Couplings.

Muni Sreenivas Pydi, Varun S. Jog

IEEE Trans. Inf. Theory, 2021

The Many Faces of Adversarial Risk.

Muni Sreenivas Pydi, Varun S. Jog

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Active Learning with Importance Sampling.

Muni Sreenivas Pydi, Vishnu Suresh Lokhande

CoRR, 2019

2018

On Consistency of Compressive Spectral Clustering.

Muni Sreenivas Pydi, Ambedkar Dukkipati

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Graph-Based Ascent Algorithms for Function Maximization.

Muni Sreenivas Pydi, Varun S. Jog, Po-Ling Loh

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Analytic Connectivity in General Hypergraphs.

Ashwin Guha, Muni Sreenivas Pydi, Biswajit Paria, Ambedkar Dukkipati

CoRR, 2017

Random access retransmission scheme for power limited nodes.

Karthik Nagasubramanian, Muni Sreenivas Pydi

Proceedings of the Twenty-third National Conference on Communications, 2017