Kanan Gupta

According to our database, Kanan Gupta authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Momentum-based minimization of the Ginzburg-Landau functional on Euclidean spaces and graphs.

Oluwatosin Akande, Patrick W. Dondl, Kanan Gupta, Akwum Onwunta, Stephan Wojtowytsch

CoRR, January, 2025

Nesterov acceleration in benignly non-convex landscapes.

Kanan Gupta, Stephan Wojtowytsch

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Nesterov acceleration despite very noisy gradients.

Kanan Gupta, Jonathan W. Siegel, Stephan Wojtowytsch

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Achieving acceleration despite very noisy gradients.

Kanan Gupta, Jonathan W. Siegel, Stephan Wojtowytsch

CoRR, 2023