Achieving acceleration despite very noisy gradients. - Kanan Gupta; Jonathan W. Siegel; Stephan Wojtowytsch (CoRR, 2023)

Nesterov acceleration despite very noisy gradients. - Kanan Gupta; Jonathan W. Siegel; Stephan Wojtowytsch (NeurIPS, 2024)

Nesterov acceleration in benignly non-convex landscapes. - Kanan Gupta; Stephan Wojtowytsch (ICLR, 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, 2025)