Sumit Mukherjee (@smukherjee89) 's Twitter Profile
Sumit Mukherjee

@smukherjee89

Sr Applied Science Manager@Oracle. UW ECE PhD. Clinical LLMs + ML4genetics. From Calcutta. Views are my own. Moving to bluesky: @smukherjee89.bsky.social

ID: 350196627

linkhttp://www.sumitmukherjee.com calendar_today07-08-2011 10:58:26

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Deedy (@deedydas) 's Twitter Profile Photo

ICLR is a top ML conference. All 10k+ papers from 2025 are in Open Review. The top rated papers include: — Scaling LLM interpretability to GPT4 scale — Changing light source w consistent image — 100x faster diffusion models — A provable theory for LLM jailbreaks Thread... 1/10

bioRxiv Genetics (@biorxiv_genetic) 's Twitter Profile Photo

Causal considerations can determine the utility of machine learning assisted GWAS biorxiv.org/cgi/content/sh… #biorxiv_genetic

Emma Pierson (@2plus2make5) 's Twitter Profile Photo

HypotheSAEs outperforms strong LLM baselines, generates new discoveries even on well-studied datasets, and comes with easy-to-use code. We hope this will be helpful not just to CS folks, but to many in social/health sciences - please consider resharing to help reach them.

chilconference (@chilconference) 's Twitter Profile Photo

Using simulations & RWD, Sumit Mukherjee shows ML-imputed phenotypes boost GWAS power only when built from upstream biomarkers. Downstream proxies inflate FDR, & high predictive R2 can mislead—genetic vs. environ. correlation matters. Pick proxies w/ causal insight! #CHIL2025papers

Using simulations &amp; RWD, <a href="/SMukherjee89/">Sumit Mukherjee</a> shows ML-imputed phenotypes boost GWAS power only when built from upstream biomarkers. Downstream proxies inflate FDR, &amp; high predictive R2 can mislead—genetic vs. environ. correlation matters. Pick proxies w/ causal insight! #CHIL2025papers
Jingyi Jessica Li (李婧翌) (@jsb_ucla) 's Twitter Profile Photo

I’m honored to join Fred Hutch as Professor and Program Head of Biostatistics, and as the Donald and Janet K. Guthrie Endowed Chair in Statistics. Excited to be part of a deeply collaborative and scientifically vibrant community with a rich legacy of impact.

Dr. Dominic Ng (@drdominicng) 's Twitter Profile Photo

Microsoft claims their new AI framework diagnoses 4x better than doctors. I'm a medical doctor and I actually read the paper. Here's my perspective on why this is both impressive AND misleading ... 🧵

Microsoft claims their new AI framework diagnoses 4x better than doctors.

I'm a medical doctor and I actually read the paper. Here's my perspective on why this is both impressive AND misleading ... 🧵