Assistant Prof @ Johns Hopkins CS. Interested in theory of ML, secure computation. All cat pictures are my own and do not represent the cats of my employer.
Honoured that our 2016 paper, Robust Estimators in High Dimensions without the Computational Intractability, w/ Ilias Diakonikolas, Daniel Kane, Jerry Li, Ankur Moitra, Alistair Stewart, was awarded the 2026 Gödel Prize
This is the highest award for papers in theoretical CS. 1/7
Humans don’t follow a values list. We make predictions about how a community will respond to a behavior. That capacity, normative competence, is what we should be building into AI. Talked about it on Ethical Machines.
https://t.co/XUeUKo7CMy
@littmath@AcerFur Curious what you consider OOD! I've noticed really variable performance in different domains and am trying to back out what work I should prioritize outsourcing. Lots of internal inconsistency around theoretical crypto, e.g., but relatively reliable responses to optimization Qs
Excited to announce our workshop on "Learning in an Agentic World" at COLT 2026!
We invite submissions for our Call for Abstracts (due June 1, 2026): https://t.co/dqzpUCt7xH
Thanks to my great co-organizers: Hedyeh Beyhaghi, Avrim Blum and @HanShao16!
Attention @arxiv authors: Our Code of Conduct states that by signing your name as an author of a paper, each author takes full responsibility for all its contents, irrespective of how the contents were generated. 1/
We just released the full course materials of the Iliad Intensive — a month-long, full-time AI alignment course for mathematicians, physicists, and theoretical computer scientists.
~20 contributors, 19 modules, at a depth that doesn't exist elsewhere for most of these topics. 🧵
Nobel laureate Al Roth has a great piece in @washingtonpost today on why we should compensate kidney donors. Kidney failure disproportionately hits Black and low-income Americans, costs Medicare $55B+/yr, and most people who need a transplant will die without one. 🧵
Apparently, my students have brought binoculars to their office to bird watch during the day. The advantages of our new beautiful @HopkinsDSAI office space. 🦜🦆🕊️
Should I be worried about productivity?
@thegautamkamath I think it would be totally reasonable to include it in the call for papers as a discretionary guideline for authors and reviewers to consider. It sets some very reasonable expectations for submissions! I'm less sold on having authors complete and insert a literal checklist
alignment theory: we need fifty years worth of shard theory progress in five years
alignment practice: lets make sure to tell it no goblins twice so we're absolutely sure there's no goblins
Alessa is one of the most preternaturally productive, independent, and curious undergrads I've had the pleasure of meeting. If you have the opportunity to work with her, I cannot recommend taking it enough!
Alessa Carbo’s AI-powered translation of sign language videos earned her first authorship at a major natural language processing conference. Learn about her path to publishing: https://t.co/3R3LmZsZXm