Alliot Nagle

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Citations	246	246
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Dimitris PapailiopoulosResearcher at Microsoft Research & Assoc. Professor at University of WisconsinVerified email at papail.io
Shashank RajputResearch Scientist, MosaicML (Databricks)Verified email at databricks.com
Ankit PensiaSimons Institute, UC BerkeleyVerified email at berkeley.edu
Harit VishwakarmaCS PhD Candidate, University of Wisconsin MadisonVerified email at cs.wisc.edu
Kangwook LeeUniversity of Wisconsin-MadisonVerified email at wisc.edu
Hongyi WangGenBio AI; Incoming Assistant Professor, Rutgers UniversityVerified email at genbio.ai
Jy-yong SohnYonsei UniversityVerified email at yonsei.ac.kr
Kartik SreenivasanGraduate Student, University of Wisconsin-MadisonVerified email at wisc.edu
Liu YangGraduate Student, University of Wisconsin, MadisonVerified email at wisc.edu

Alliot Nagle

PhD Student, UT Austin

Verified email at utexas.edu - Homepage

Machine Learning Optimization


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Optimal lottery tickets via subset sum: Logarithmic over-parameterization is sufficient A Pensia, S Rajput, A Nagle, H Vishwakarma, D Papailiopoulos Advances in neural information processing systems 33, 2599-2610, 2020	123	2020
Rare gems: Finding lottery tickets at initialization K Sreenivasan, J Sohn, L Yang, M Grinde, A Nagle, H Wang, E Xing, ... Advances in neural information processing systems 35, 14529-14540, 2022	50	2022
Attention with markov: A framework for principled analysis of transformers via markov chains AV Makkuva, M Bondaschi, A Girish, A Nagle, M Jaggi, H Kim, M Gastpar arXiv preprint arXiv:2402.04161, 2024	33	2024
Neural distributed source coding J Whang, A Nagle, A Acharya, H Kim, AG Dimakis arXiv preprint arXiv:2106.02797, 2021	26	2021
Local to global: Learning dynamics and effect of initialization for transformers AV Makkuva, M Bondaschi, A Girish, A Nagle, H Kim, M Gastpar, ... Advances in Neural Information Processing Systems 37, 86243-86308, 2024	6	2024
Fundamental limits of prompt compression: A rate-distortion framework for black-box language models A Nagle, A Girish, M Bondaschi, M Gastpar, AV Makkuva, H Kim Advances in Neural Information Processing Systems 37, 94934-94970, 2024	4	2024
High-dimensional multivariate autoregressive model estimation of human electrophysiological data using fMRI priors A Nagle, JP Gerrelts, BM Krause, AD Boes, JE Bruss, KV Nourski, ... NeuroImage 277, 120211, 2023	4	2023

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