Sandesh Ghimire

@drsandeshgh

Staff Researcher/Engineer at Qualcomm working on ML, CV, Gen AI (edge). Prev. Researcher @Northeastern Uni, Research Intern @IBM. PhD from @RITtigers. LoveMaths

San Diego, CA

sandeshgh.com

Joined November 2017

176 Following

187 Followers

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Sandesh Ghimire
@drsandeshgh
Nov 30, 2021
1/n In our NeurIPS spotlight paper, 'Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space', we try to analyze estimation of KL divergence from samples: papers.nips.cc/paper/2021/fil…
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Sandesh Ghimire
@drsandeshgh
Apr 23
Few-shot flow models consider immediate match between shortcut and teacher model; akin to immediate reward in RL. We propose to use cumulative reward from future. Our work, with @paribeshregmi will be presented this Saturday at ICLR 2026. Link: iclr.cc/virtual/2026/p…
Sandesh Ghimire
@drsandeshgh
Jul 13, 2025
A must read indeed!
Francis Bach
@BachFrancis
Jul 13, 2025
What if AI isn’t about building solo geniuses, but designing social systems? Michael Jordan advocates blending ML, economics, and uncertainty management to prioritize social welfare over mere prediction. A must-read rethink. arxiv.org/abs/2507.06268…
Sandesh Ghimire
@drsandeshgh
Jun 22, 2025
True words!
François Chollet
@fchollet
Jun 21, 2025
Key to research success: ambition in vision, but pragmatism in execution. You must be guided by a long-term, ambitious goal that addresses a fundamental problem, rather than chasing incremental gains on established benchmarks. Yet, your progress should be grounded by tractable
Sandesh Ghimire
@drsandeshgh
Jun 15, 2025
Anyone who has read the original paper would appreciate this one. The original paper didn’t think too deeply what they wanted to say and what the take home message was.
ℏεsam
@Hesamation
Jun 13, 2025
bro sh*t just got so real. Claude Opus published a response paper to Apple’s paper, criticizing their experiment design, putting models under token limit constraints, and having them solve unsolvable problems.

Sandesh Ghimire

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