Suraj Srinivas
@Suuraj
Followers
1K
Following
8K
Media
38
Statuses
951
ml researcher / trying to understand why deep learning works
Sunnyvale, CA
Joined June 2009
RT @ML_Theorist: Why does Chain of Thought prompting actually work?.@bohang_zhang will be talking about it today. Join us!. @Suuraj @tverven.
0
2
0
RT @GoodfireAI: We created a canvas that plugs into an image model’s brain. You can use it to generate images in real-time by painting wit….
0
97
0
we live in a world where "verification is easier than generation" is no longer true.
#NLProc.AI Co-Scientists 🤖 can generate ideas, but can they spot mistakes? (not yet! 🚫). In my recent paper, we introduce SPOT, a dataset of STEM manuscripts (math, materials science, chemistry, physics, etc), annotated with real errors. SOTA models like o3, gemini-2.5-pro
0
0
6
RT @ML_Theorist: ⏰⏰ Theory of Interpretable AI Seminar ⏰⏰.Chain-of-Thought: Why does explaining to LLMs using CoT prompting work?. Join us….
0
2
0
RT @norabelrose: data attribution is the most neglected thing in interpretability and people should join me in working on it.
0
4
0
RT @ML_Theorist: Curious about feature attribution? . SHAP & LIME treat features independently—but features interact!.Come hear how to "Dis….
0
1
0
RT @ML_Theorist: In April 2024, we launched the Theory of Interpretable XAI seminar, aiming to build a community—unsure if we’d even have e….
0
3
0
RT @ML_Theorist: ⏰⏰Theory of Interpretable AI Seminar ⏰⏰. Interested in Feature Attribution Explanations?. In two weeks, May 6, Gunnar Köni….
0
1
0
RT @ML_Theorist: Today in **two hours** @mirco_mutti will talk about interpretable bandits. Zoom link: @Suuraj @t….
0
1
0
RT @orthonormalist: DID I CRACK IT?. I think I figured out at least a chunk of the math. It's trade deficit divided by their exports. EU:….
0
2K
0
One of my most favourite (and thought-provoking) ML papers!.
# A new type of information theory. this paper is not super well-known but has changed my opinion of how deep learning works more than almost anything else. it says that we should measure the amount of information available in some representation based on how *extractable* it is,
0
0
2
RT @ML_Theorist: ⏰⏰Theory of Interpretable AI Seminar ⏰⏰. In two weeks, April 8, Mirco Mutti @mirco_mutti will talk about "A Classification….
0
4
0
In case you **still** couldn't make it to the talk, here's the youtube link:.
Couldn't make it to Atticus's talk last week on the current state of interpretability? . No worries! Fortunately for you, the talk is rescheduled to Wednesday this week😄. Please do join us!. 🌐: @ML_Theorist @tverven
0
2
6
Happening now!.
Couldn't make it to Atticus's talk last week on the current state of interpretability? . No worries! Fortunately for you, the talk is rescheduled to Wednesday this week😄. Please do join us!. 🌐: @ML_Theorist @tverven
0
0
1
Couldn't make it to Atticus's talk last week on the current state of interpretability? . No worries! Fortunately for you, the talk is rescheduled to Wednesday this week😄. Please do join us!. 🌐: @ML_Theorist @tverven
Join us tomorrow for a talk by Atticus Geiger on the current state of (mechanistic) interpretability, and the path moving forward!. @ML_Theorist @tverven.
0
1
10