Sai Ganesh Nagarajan

About Sai Ganesh Nagarajan

Sai Ganesh Nagarajan, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of Deep Learning, Learning in Games, Dynamical Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Analysis of seeding for -means

Mean estimation of truncated mixtures of two Gaussians: a gradient based approach

Online algorithms with costly predictions

Spatial warped Gaussian processes: Estimation and efficient field reconstruction

Stochastic Multiplicative Weights Updates in Zero-Sum Games

Efficient statistics for sparse graphical models from truncated samples

Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes

From chaos to order: Symmetry and conservation laws in game dynamics

Sai Ganesh Nagarajan Information

University

Position

Postdoctoral Researcher

Citations(all)

573

Citations(since 2020)

532

Cited By

221

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Sai Ganesh Nagarajan Skills & Research Interests

Deep Learning

Learning in Games

Dynamical Systems

Top articles of Sai Ganesh Nagarajan

An Analysis of seeding for -means

arXiv preprint arXiv:2310.13474

2023/10/20

Mean estimation of truncated mixtures of two Gaussians: a gradient based approach

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Online algorithms with costly predictions

2023/4/11

Sai Ganesh Nagarajan
Sai Ganesh Nagarajan

H-Index: 7

Ola Svensson
Ola Svensson

H-Index: 12

Spatial warped Gaussian processes: Estimation and efficient field reconstruction

Entropy

2021/10/11

Sai Ganesh Nagarajan
Sai Ganesh Nagarajan

H-Index: 7

Stochastic Multiplicative Weights Updates in Zero-Sum Games

arXiv preprint arXiv:2110.02134

2021/10/5

Sai Ganesh Nagarajan
Sai Ganesh Nagarajan

H-Index: 7

Georgios Piliouras
Georgios Piliouras

H-Index: 22

Efficient statistics for sparse graphical models from truncated samples

2021/3/18

Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes

2021

From chaos to order: Symmetry and conservation laws in game dynamics

2020/11/21

Sai Ganesh Nagarajan
Sai Ganesh Nagarajan

H-Index: 7

Georgios Piliouras
Georgios Piliouras

H-Index: 22

Better depth-width trade-offs for neural networks through the lens of dynamical systems

2020/11/21

Robust Self-organization in Games: Symmetries, Conservation Laws and Dimensionality Reduction

2020/5/5

Sai Ganesh Nagarajan
Sai Ganesh Nagarajan

H-Index: 7

Georgios Piliouras
Georgios Piliouras

H-Index: 22

Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem

2020/3

On the Analysis of EM for truncated mixtures of two Gaussians

2020/1/28

Sai Ganesh Nagarajan
Sai Ganesh Nagarajan

H-Index: 7

Ioannis Panageas
Ioannis Panageas

H-Index: 11

See List of Professors in Sai Ganesh Nagarajan University(École Polytechnique Fédérale de Lausanne)

Co-Authors

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