Jayadev Acharya
@AcharyaJayadevAssociate Professor @Cornell. Interested in Information Theory, Machine Learning, and Statistics.
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Congratulations to my PhD advisor Alon Orlitsky on being named the 2021 Claude E. Shannon Award winner. Imagine my happy dilemma: I still am unable to decide whether he is a greater researcher or nicer human being! @0t0h0e3r1h0a @vaishakhravi 🍾🍾🍾
Congrats to the new Shannon Awardee from @ieee_itsoc, Alon Orlitsky!
We invite expository articles on generative models for the IEEE BITS magazine: itsoc.org/sites/default/… Feel free to reach out to me or other guest editors @abeirami, @MMondelli , @sametoymac, Vatsal Sharan if you have any questions.
Reminder: the submission deadline for the 35th International Symposium on Algorithms and Computation (#ISAAC24) is *this week*: ⏰ June 28, 2024 (AoE) Submission server: easychair.org/conferences/?c… CfP: sites.google.com/view/isaac2024…
[📜preprint] New results for an old problem We revisit the basic statistics problem "simple binary hypothesis testing": Given (i) two distributions p & q and (ii) n data points promised to be sampled either i.i.d. from p or i.i.d. from q, identify the true distribution
The 35th International Symposium on Algorithms and Computation (ISAAC'24), will be held in Sydney 🇦🇺, December 2024. The CfP (Call for Papers) is out: easychair.org/cfp/isaac2024 Submit your best algorithms! Deadline: June 28 (see also the website: sites.google.com/view/isaac2024/)
Eshan Chattopadhyay of @Cornell and David Zuckerman of @UTAustin are the recipients of the 2024 Michael and Sheila Held Prize for their novel work on randomized algorithms, which you can learn more about here: bit.ly/held-prize-2024 #NASaward #ComputerScience
Really exciting preprint by Yuhan Liu and @AcharyaJayadev, fresh off the @arxiv: "The role of shared randomness in quantum state certification with unentangled measurements" (Basically, the #quantum analogue of my favorite classical pet peeves!) 📝 arxiv.org/abs/2401.09650
[Today 5pm poster 401 #NeurIPS2023] Is your LLM inference too slow? We achieve 2.13x wallclock speedup in sampling from SOTA LLMs with 𝐩𝐫𝐨𝐯𝐚𝐛𝐥𝐲 no quality sacrifice. How? We use a cheap LM to draft 𝐦𝐮𝐥𝐭𝐢𝐩𝐥𝐞 samples; scored with the LLM to accept/reject tokens.
The summer school you have been waiting for is here! Gentle introduction to Quantum Information Theory, Differential Privacy and Codes for Decentralized Systems. Come to #iisc #eceiisc for a week and leave all charged up with a brand new research agenda.
The 14th annual JTG/IEEE IT Soc summer school on signal processing, communications, and networks will be held at @iiscbangalore from June 19-23, 2023, with topics on privacy, quantum, and distributed storage. For more information please visit ece.iisc.ac.in/~jtg/2023/
Very happy about this short and sweet paper (only 20 pages!) on communication-constrained bandits. We ask "How does the regret scale when the reward feedback is supplied over a AWGN channel?". With: @j_m_scarlett and Vincent Tan. Arxiv: arxiv.org/abs/2304.12680
Waiting to give an award to a statistician until he is 102 years old? en.wikipedia.org/wiki/C._R._Rao
IT Society lost a giant! Much of my work in graduate school was inspired by the pioneering, inspiring, and beautifully executed works of Ziv; Rest in Peace!
Jacob Ziv, known for his pioneering contributions to communication and information theory that inspired generations of researchers, passed away on March 25, 2023 at the age of 91. itsoc.org/news/jacob-ziv…
I don't think "cross-continent schedules" were a thing "long ago"
Maybe others realized this long ago, but daylight savings being out of sync makes cross-continent schedules absolute chaos for the next couple weeks.
"Thirty academic and industry speakers walk into a bar..." "... (and I am one of them)." More info tomorrow morning: rtbevent.com/sydney @RTBEvent @Eng_IT_Sydney
I am so very excited to share that I have received the @NSF CAREER award on causal reasoning with information-theoretic methods! This would not have been possible without my mentors' guidance, and my collaborators' endless effort on our papers together. nsf.gov/awardsearch/sh…
Congratulations Team India 🇮🇳 for a spectacular win against Spain🇪🇸. Wishing the best for the upcoming matches. #HockeyWorldCup2023 #HockeyComesHome #HockeyHaiDilMera
🧵New paper led by Jimmy Di & Jack Douglas, co-advised with @AcharyaJayadev @ayush_sekhari: "Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks" The adaptive nature of machine unlearning opens a new attack vector for adversaries. arxiv.org/abs/2212.10717 1/n
Extremely disappointed with mainstream media & top Indian newspapers on lack of Hockey coverage. Hockey World Cup starts tomorrow. India is hosting it. Been barely any articles even on our own players. We have brilliant hockey journalists. Give them some space please!!!
[📜New preprint] Interested in statistical inference under Local Differential Privacy (LDP)? Let's look at the basic problem, "simple binary hypothesis testing": Given n iid samples known to be sampled from either distribution p or distribution q, identify the true distribution
Cornell Engineering announced winners of the 2022 Research Excellence Awards, including ORIE's Damek Davis for his work with mathematical techniques that provide provable explanations as to why some local search algorithms work well. news.cornell.edu/stories/2022/1…
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