Peer Reviewed Conferences
Grzegorz Gluch, Berkant Turan, Sai Ganesh Nagarajan, Sebastian Pokutta. The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses. [paper]. (NeurIPS 2025).
Alexandros Hollender, Gilbert Maystre, Sai Ganesh Nagarajan. The Complexity of Two-Team Polymatrix Games with Independent Adversaries. [arxiv]. (ICLR 2025, Oral Presentation (Top 1.8%)). (Alphabetical Order)
Shpresim Sadiku, Mortiz Wagner, Sai Ganesh Nagarajan, Sebastian Pokutta. S-CFE: Simple Counterfactual Explanations. [arxiv]. (AISTATS 2025).
Etienne Bamas, Sai Ganesh Nagarajan, Ola Svensson. Analyzing $D^\alpha$ seeding for $k$-means. [paper][code]. (ICML 2024). (Alphabetical Order)
Marina Drygala, Sai Ganesh Nagarajan, Ola Svensson. Online Algorithms with Costly Predictions. [paper]. (AISTATS 2023). (Alphabetical Order)
Sai Ganesh Nagarajan, Gerasimos Palaiopanos, Ioannis Panageas, Tushar Vaidya, Samson Yu. Mean estimation of truncated mixtures of two Gaussians: A gradient based approach. [paper]. (AAAI 2023). (Alphabetical Order)
Arnab Bhattacharyya, Rathin Desai, Sai Ganesh Nagarajan and Ioannis Panageas. Efficient Statistics for Sparse Graphical Models from Truncated Samples. [arxiv] . (AISTATS 2021). (Alphabetical Order)
Qi Lie, Sai Ganesh Nagarajan, Ioannis Panageas and Xiao Wang. Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes. [arxiv]. (AISTATS 2021). (Alphabetical Order)
Sai Ganesh Nagarajan, David Balduzzi and Georgios Piliouras. From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics. [paper] [code] (ICML 2020).
Vaggos Chatziafratis, Sai Ganesh Nagarajan, Ioannis Panageas. Better Depth-Width Trade-offs for Neural Networks through the lens of Dynamical Systems [paper] [code]. (ICML 2020). (Alphabetical Order)
Sai Ganesh Nagarajan, David Balduzzi and Georgios Piliouras. Robust Self-organization in Games: Symmetries, Conservation Laws and Dimensionality Reduction [paper]. (AAMAS 2020, Extended Abstract).
Vaggos Chatziafratis, Sai Ganesh Nagarajan, Ioannis Panageas, Xiao Wang. Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem. [paper] [code] (ICLR 2020, Spotlight presentation) . (Alphabetical Order)
Sai Ganesh Nagarajan, Ioannis Panageas, On the Analysis of EM for truncated mixtures of two Gaussians. [arxiv] (ALT 2020) . (Alphabetical Order)
Sai Ganesh Nagarajan, Sameh Mohamed, and Georgios Piliouras. Three body problems in evolutionary game dynamics: Convergence, periodicity and limit cycles. [paper] (AAMAS 2018).
Preprints/Workshops
On The Stochastic Follow-the-Regularized Leader in Zero-Sum Games, with James Bailey and Georgios Piliouras. [arxiv]. (Preliminary version presented in EC 2019 Workshop on Learning in the Presence of Strategic Behavior).
The Good, the Bad and the Ugly: Watermarks, Transferable Attacks and Adversarial Defenses, with Grzegorz Gluch, Berkant Turan, Sebastian Pokutta [workshop version][arxiv]. (Preliminary version presented in ICML 2024 Workshop on Theoretical Foundations of Foundation Models and to appear in ICLR 2025 Workshop on Gen AI Watermarking)
PhD Thesis
Machine Learning via Dynamical Systems: Applications to Deep Learning, Game Theory and Optimization (2021) [thesis].