Kanan Gupta

According to our database, Kanan Gupta authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

Trust The Typical.

Debargha Ganguly, Sreehari Sankar, Biyao Zhang, Vikash Singh, Kanan Gupta, Harshini Kavuru, Alan Luo, Weicong Chen, Warren R. Morningstar, Raghu Machiraju, Vipin Chaudhary

CoRR, February, 2026

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