Haewon Jeong
@HaewonJeong00
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Assistant Prof @UCSB ECE. Previously, Ph.D student @CMU_ECE & Post-doc @Harvard @hseas. She/her/hers. https://t.co/eukRWcPU9i
Joined October 2022
RT @ninamiolane: 🌴 Santa Barbara Locals:. Do you want to see an AI dance?. If so, don't miss this talk by AI researcher and dancer @mathild….
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RT @ninamiolane: Merci @Polytechnique ! . Science needs women. The lack of female scientists has contributed to immense knowledge gaps, eg,….
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RT @ai_ucsb: 🚀 Exciting News! 🚀. We had our first Real AI group meeting last week, and it was a fantastic start to our journey together! It….
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RT @AlbalakAlon: {UCSB|AI2|UW|Stanford|MIT|UofT|Vector|Contextual AI} present a survey on🔎Data Selection for LLMs🔍. Training data is a clos….
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RT @ninamiolane: I am recruiting postdocs for 2024!😃. 3 fellowships available:.🌐Geometric and Topological Deep Learning.🧠Foundation Models….
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RT @YaoQin_UCSB: The REAL AI team @ UCSB @ai_ucsb is hiring! We have openings for PhD students/Postdoc/visiting researchers! Both Nina @ni….
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RT @ninamiolane: Only a few days left to apply!. 🧐How? Apply online to UCSB using one of the links given in the reply to this post (not via….
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RT @ninamiolane: Santa Barbara Locals: Fascinating talk happening on March 21st! 🤯. Join @AdeleMyersPhD as she delves into the.understudied….
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RT @FlavioCalmon: Excited to announce the Workshop on Information-theoretic Methods for Trustworthy Machine Learning at the Simons Institut….
simons.berkeley.edu
Machine learning has enabled tremendously exciting technologies, but at the same time it raises questions as to how it should be deployed in a responsible and trustworthy manner. How can machine...
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RT @abeirami: FERMI is the first stochastic method for group fairness with guaranteed convergence, with batch size as small as one sample!….
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RT @s_y_chung: 🚨neuro-ML internship in NYC 2023🚨.Passionate about comp neuro, neuro-AI, neural network theory, neural manifolds 🧠🤖💻? . Mult….
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Can ChatGPT be an information theorist? Seems like it has the general idea right, but not so talented in calculations. Can you explain why its calculation is wrong? 😉 #ChatGPT #InfoTheory
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If you're interested in #ML #EthicalAI @trustworthy_ml #InfoTheory, I'm hiring Ph.D. students at UCSB. 🚨 One more week left for Fall 2023 applications 🚨 Feel free to reach out to me if you have any questions!.
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RT @ghandeharioun: Please RT. If you are a PhD student conducting research in #ML #interpretability, #ResponsibleAI or @trustworthy_ml, we….
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RT @MinjiYoon90: In poster session 6 in #NeurIPS2022, I will present our paper collaborated with @CMU x @GoogleAI x @UCLA. Can we infer a….
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RT @abeirami: Please RT. Are you a *PhD* student conducting research on generative models? Are you excited about #ResponsibleAI aspects of….
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RT @ninamiolane: 📣 Looking for PhD candidates in geometry, statistics, shape analysis & deep learning to advance biology, neuroscience & me….
gi.ece.ucsb.edu
The mission of the Geometric Intelligence Lab is to reveal the geometric signatures of natural and artificial intelligence.
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How much do we tilt? The tilting parameters can be obtained through ADMM optimization, and this can be parallelized over the training samples. That's how we run up to 100x faster than the state-of-the-art fair classification methods on 1M+ training samples.
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The idea is that we can find a fair and accurate version of the classifier by projecting a trained classifier onto the set of fair classifiers. This projection turned out to have a closed-form solution and it's simply tilting the output score function!🤯.
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