4 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 4 cited
Maximizing and Satisficing in Multi-armed Bandits with Graph Information
Parth K. Thaker, Mohit Malu, Nikhil Rao +1
Pure exploration in multi-armed bandits has emerged as an important framework for modeling decision-making and search under uncertainty. In modern applications, however, one is oft…
cs.CV2020
Differentiable Programming for Hyperspectral Unmixing using a Physics-based Dispersion Model
John Janiczek, Parth Thaker, Gautam Dasarathy +3
Hyperspectral unmixing is an important remote sensing task with applications including material identification and analysis. Characteristic spectral features make many pure materia…
eess.SP2020★ 3 cited
On the Sample Complexity and Optimization Landscape for Quadratic Feasibility Problems
Parth Thaker, Gautam Dasarathy, Angelia Nedić
We consider the problem of recovering a complex vector from quadratic measurements . This pro…