Abhishek Roy

[Abhishek Roy @abroy999]

Accepted at ICML 2026 🙂

[Shiqian Ma @ShiqianMa]

Excited to share that our paper "Riemannian Dueling Optimization" is accepted in ICML 2026. We propose two algorithms: Riemannian Dueling Normalized Gradient Descent method and Riemannian Dueling Frank-Wolfe method, for this important class of problems. https://t.co/ujLtujDvMo

[arXiv math.OC Optimization and Control @mathOCb]

Alkousa, Stonyakin: Lipschitz-Free Mirror Descent Methods for Relatively Strongly ... https://t.co/X0cM5icbgp

Ren, Roy, Ma: Riemannian Dueling Optimization https://t.co/vL6G6TfsSs

https://t.co/nlbpHbzOif

[Stat.ML Papers @StatMLPapers]

Online Covariance Estimation in Nonsmooth Stochastic Approximation https://t.co/jUOC0NAyv6

[Abhishek Roy @abroy999]

DM me. I'll also be at our poster https://t.co/9k1rbYyAc0

[Abhishek Roy @abroy999]

@NeurIPS from December 11 - 13. I'm recruiting graduate students for Fall 2025 at Statistics, Texas A&M University. HMU if you are interested in optimization, statistical inference, deep learning, or you just want to chat 😀

[Prasanjit Dubey @Prasanjit_Dubey]

@qatarairways: Deeply disturbed by the offensive behavior of @anirudhganguly4 from the Privilege Club Team- called regarding refund of voucher due to my father's passing. He persisted in belittling me, insisting that I should have resolved this matter when my father passed away.

[Abhishek Roy @abroy999]

Our paper Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data (https://t.co/SdlhhLqWWa) accepted at NeurIPS 2024! 😃🥳

[Stat.ML Papers @StatMLPapers]

Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data https://t.co/0TBgrSSrgF

[Abhishek Roy @abroy999]

@damekdavis @Wharton @Cornell_ORIE Congrats!!

[Abhishek Roy @abroy999]

@ayushchopra96 @NeurIPSConf wow!!

[Abhishek Roy @abroy999]

All reviewers: Accept (6,6,6,6,6)
AC: Reviewers suggested "Reject", so rejecting it.
This is some shady bullshit @NeurIPSconf #NeurIPS2023

[Abhishek Roy @abroy999]

@shiqiang_w @NeurIPSConf no idea

[arXiv math.OC Optimization and Control @mathOCb]

Abhishek Roy, Geelon So, Yi-An Ma: Optimization on Pareto sets: On a theory of multi-objective optimization https://t.co/GfnETueEZp https://t.co/5THW6vh5kG

[Stat.ML Papers @StatMLPapers]

Online covariance estimation for stochastic gradient descent under Markovian sampling. (arXiv:2308.01481v1 [https://t.co/kehXLTMwJD]) https://t.co/xPd22I9eRa