Vankov, Daniil, Angelia Nedić, and Lalitha Sankar. "Generalized smooth stochastic variational inequalities: Almost sure convergence and convergence rates." Transactions on Machine Learning Research (2025).
Vankov, Daniil, Anton Rodomanov, Angelia Nedich, Lalitha Sankar, and Sebastian U. Stich. "Optimizing ($L_0, L_1$)-Smooth Functions by Gradient Methods." In ICLR. 2025.
Vankov, Daniil, Angelia Nedich, and Lalitha Sankar. "Generalized smooth variational inequalities: Methods with adaptive stepsizes." In Forty-first International Conference on Machine Learning. 2024.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA