Shuvomoy Das Gupta

activity

20152026

most citedA Two-Step Linear Programming Model for Energy-Efficient Timetables in Metro Railway Networks

88 citations · 94 across the 13 of their papers we have counts for

collaborators

Showing 2026Show all

2 papers · 1 filter

math.OC2026

AltGDA Achieves Global $O (1/ T)$ Ergodic Convergence in Matrix Games

Tianlong Nan, Garud Iyengar, Christian Kroer +1

Alternating gradient descent-ascent (AltGDA) is a simple and practically effective method for solving finite two-player zero-sum matrix games. However, the theory of AltGDA remains…

math.OC2026

A Domain-Specific Harness for End-to-End Automation of Optimization Research

Heechang Kim, Ernest K. Ryu, Shuvomoy Das Gupta

We present AutoOPT, a domain-specific harness for end-to-end automation of optimization research. AutoOPT organizes the discovery of optimal first-order methods into four stages: n…

AltGDA Achieves Global O(1/T) Ergodic Convergence in Matrix Games

A Domain-Specific Harness for End-to-End Automation of Optimization Research

AltGDA Achieves Global $O (1/ T)$ Ergodic Convergence in Matrix Games