Kishan @kpb_in_acad
ಕನ್ನಡಿಗ #AGI Researcher @TencentGlobal Previous: @Caltech @tamu @MSFTResearch @qualcomm_in Note: Tweets aren't professional; I often delete -- insecurity! sites.google.com/a/tamu.edu/kpb Seattle, US Joined January 2014-
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Kishan retweeted
LLMs trained without labels tend to collapse in diversity. We have a fix. Introducing EVOL-RL, a new method inspired by biological evolution: ✅ Selection: Anchor on the majority answer. 💡 Variation: Reward novel reasoning paths. 📄 Paper: arxiv.org/abs/2509.15194
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Kishan retweeted
RL often cause 𝐞𝐧𝐭𝐫𝐨𝐩𝐲 𝐜𝐨𝐥𝐥𝐚𝐩𝐬𝐞: generations become shorter, less diverse, and brittle. A simple fix is 𝐝𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 reward to boost exploration. I use it in many of my projects — surprisingly effective! Details in our NEW paper: arxiv.org/abs/2509.15194
Kishan retweeted
Also strongly recommend this paper on diversity reward in RL! The insights line up closely -- well worth reading together. https:// arxiv.org/abs/2509.15194 (Tencent) https:// arxiv.org/abs/2509.02534 (Meta) Not sure which diversity reward wins out 😀 (embedding vs…
Also strongly recommend this paper on diversity reward in RL! The insights line up closely -- well worth reading together. https:// arxiv.org/abs/2509.15194 (Tencent) https:// arxiv.org/abs/2509.02534 (Meta) Not sure which diversity reward wins out 😀 (embedding vs… https://t.co/HTu1NzJMdz
even tho I skipped attending any major conference for ~1 year, i am content finding these gems! esp, Prof. Dayan's talk had a refreshing view of RL objectives for me.
even tho I skipped attending any major conference for ~1 year, i am content finding these gems! esp, Prof. Dayan's talk had a refreshing view of RL objectives for me.
Kishan retweeted
🧵 Academic job market season is almost here! There's so much rarely discussed—nutrition, mental and physical health, uncertainty, and more. I'm sharing my statements, essential blogs, and personal lessons here, with more to come in the upcoming weeks! ⬇️ (1/N)
Kishan retweeted
NVIDIA's Academic Grant Program is back! Submit your groundbreaking ideas on Robotics and Edge AI (humanoid robotics, foundation models, simulations, ...) and turn them into reality.
NVIDIA's Academic Grant Program is back! Submit your groundbreaking ideas on Robotics and Edge AI (humanoid robotics, foundation models, simulations, ...) and turn them into reality.
Kishan retweeted
fwiw, I think Prof. @percyliang and the CS336 team nailed this: Sutton’s Bitter Lesson is often misinterpreted as “scale is all that matters” and/or “algorithms don’t matter.” The more accurate – and useful – interpretation is: what matters are the algorithms that scale.…
Kishan retweeted
We're excited to share our latest research, focusing on better understanding and navigating dynamic real-world environments for autonomous systems. We introduce STRIDE, a new spatio-temporal road image dataset, & TARDIS, a world model that leverages it. tera-ai.com/blog/tardis
Kishan retweeted
1/ ☕ Introducing our latest work: Robust LLM Alignment via Distributionally Robust Direct Preference Optimization Traditional methods like RLHF & DPO assume training = deployment preferences — but that often breaks in real-world LLM alignment. We fix that.
Kishan retweeted
Not on our bingo card!
Kishan retweeted
“High Dimensional Probability” is one of favorite books of all time. I even taught it once. Now, the second edition is out. math.uci.edu/~rvershyn/pape…
Kishan retweeted
WE ARE THE CHAMPIONS.
Kishan retweeted
#AISTATS2025 Oral 🚀Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data I really love this new problem framework to inspire new algorithms for data-efficient generalization to unseen/shifted testing environments Welcome to our sessions!
Kishan retweeted
I wrote a post on how to connect with people (i.e., make friends) at CS conferences. These events can be intimidating so here's some suggestions on how to navigate them I'm late for #ICLR2025 #NAACL2025, but just in time for #AISTATS2025 and timely for #ICML2025 acceptances! 1/4
Kishan retweeted
Branding is important to inspire researchers
Kishan retweeted
Test of Time Winner Adam: A Method for Stochastic Optimization Diederik P. Kingma, Jimmy Ba Adam revolutionized neural network training, enabling significantly faster convergence and more stable training across a wide variety of architectures and tasks.
Michal Valko @misovalko
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54 Followers 115 Following Assistant Prof. at NJIT ECE, Former Research Scientist at OSU ECE, Former Assist. Prof. at IIT-Delhi, Ph.D. from UPenn. Lifelong Learner, opinions are my own
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Eduardo C. Garrido-Me... @vedugarmer
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Glowin @glow1n
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huduga @zaph0id
693 Followers 5K Following Finding the cadence of life. Hoarder of books, stories and experiences, entrepreneur.
Aneesh Muppidi @aneeshers
404 Followers 610 Following RL; Rhodes Scholar @FLAIR_ox @Oxford_VGG; prev @harvard
Layla @Layla1170511
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Anuj Nayak @anujknayak
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Wei Xiong @weixiong_1
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Clément Canonne (on ... @ccanonne_
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Nathan Lambert @natolambert
57K Followers 857 Following Figuring out AI @allen_ai, open models, RLHF, fine-tuning, etc Contact via email. Writes @interconnectsai Wrote The RLHF Book Mountain runner
Percy Liang @percyliang
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Marc G. Bellemare @marcgbellemare
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Natasha Jaques @natashajaques
31K Followers 1K Following Assistant Professor @uwcse and Staff Research Scientist at @GoogleAI. Let's get off this app: https://t.co/jbH2oAjbPN
Eugene Vinitsky (@RLC... @EugeneVinitsky
21K Followers 2K Following This is the site where I talk about the attacks on science and immigration. Science is on the other site. Lab website: https://t.co/vrtbcqRyRn
John Langford @JohnCLangford
10K Followers 43 Following Solving Machine Learning at Microsoft in New York. https://t.co/ZpdQV4IsHY pandemic past president. https://t.co/MkluiHpWF7 makes RL real. https://t.co/wK8xQaQGwf for thinking out loud.
Behnam Neyshabur @bneyshabur
30K Followers 859 Following Research @AnthropicAI (Co-lead Discovery team) 💼 Past: Gemini @GoogleDeepMind (Co-led Blueshift team) 🧠 LLM Reasoning / AI Scientist 🎒Traveling & Backpacking
Michal Valko @misovalko
8K Followers 8K Following Building something new · Chief Models Officer @ Stealth Startup & Inria & MVA - Ex: Llama @AIatMeta Gemini and BYOL @GoogleDeepMind
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11K Followers 3K Following Senior director of Cisco Foundation AI, Former Chief Scientist at Robust Intelligence. ex Professor at Yale University, ex staff research scientist at Google.
Google DeepMind @GoogleDeepMind
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Nan Jiang @nanjiang_cs
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Alex Dimakis @AlexGDimakis
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Prof. Anima Anandkuma... @AnimaAnandkumar
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François Chollet @fchollet
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Judea Pearl @yudapearl
80K Followers 279 Following Student of causal inference, human reasoning, and history of ideas, all viewed through the sharp lens of artificial intelligence.
John Schulman @johnschulman2
65K Followers 1K Following Recently started @thinkymachines. Interested in reinforcement learning, alignment, birds, jazz music
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Zhaopeng Tu @tuzhaopeng
2K Followers 192 Following Tech Lead, Digital Human Center, Tencent Multimodal Department
Institute for Foundat... @MLFoundations
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Shashank Yadav @xinformatics
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Linfeng Song @LinfengSong1
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The NetHack Learning ... @NetHack_LE
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Jason Wei @_jasonwei
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AI Conference DL Coun... @DlCountdown
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Andrew Yang🧢⬆️... @AndrewYang
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aashay sachdeva @AashaySachdeva
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Stephanie Milani @steph_milani
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Krishnamurthy (Dj) Dv... @DjDvij
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Yu Sun @YuSunMark
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Théo Vincent @Theo_Vincent_
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Yifei Wang @yifeiwang77
2K Followers 2K Following Postdoc @MIT_CSAIL. Self-supervised learning. Foundation Models. AI Safety. Prior BS+BA+PhD @PKU1898.
Rudi Ranck @rudiranck
910 Followers 1K Following Applied AI Scientist & Entrepreneur | PhD @ National Institute for Space Research | OR & Decision Making | Working to help humanity make better decisions
Will Dabney @wwdabney
1K Followers 75 Following Research scientist at DeepMind. On the critical path to AGI. Also, a persistent optimist.
Peng Zhao @ZhaoPeng_NJU
154 Followers 227 Following online learning, optimization, machine learning.
Mimansa Jaiswal @MimansaJ
4K Followers 5K Following Currently RS @aiatmeta | LLMs/SLMs Post Training | Data, Evals, Rewards and Agentic System Orchestration
Xuheng Li @xuhengli_
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