Alliot Nagle

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Distributed Source Coding

Automatic Initialization

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Jay Whang, Alliot Nagle, Anish Acharya, Hyeji Kim, Alexandros G. Dimakis
Neural Distributed Source Coding. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Ashok Vardhan Makkuva, Marco Bondaschi, Adway Girish, Alliot Nagle, Martin Jaggi, Hyeji Kim, Michael Gastpar
Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains. CoRR (2024)
Adway Girish, Alliot Nagle, Marco Bondaschi, Michael Gastpar, Ashok Vardhan Makkuva, Hyeji Kim
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models. CoRR (2024)
Ashok Vardhan Makkuva, Marco Bondaschi, Chanakya Ekbote, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar
Local to Global: Learning Dynamics and Effect of Initialization for Transformers. CoRR (2024)
Alliot Nagle, Josh P. Gerrelts, Bryan M. Krause, Aaron D. Boes, Joel Bruss, Kirill V. Nourski, Matthew I. Banks, Barry D. Van Veen
High-dimensional multivariate autoregressive model estimation of human electrophysiological data using fMRI priors. NeuroImage 277 (2023)
Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Kangwook Lee, Dimitris S. Papailiopoulos
Rare Gems: Finding Lottery Tickets at Initialization. CoRR (2022)
Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Eric P. Xing, Kangwook Lee, Dimitris S. Papailiopoulos
Rare Gems: Finding Lottery Tickets at Initialization. NeurIPS (2022)
Ankit Pensia, Shashank Rajput, Alliot Nagle, Harit Vishwakarma, Dimitris S. Papailiopoulos
Optimal Lottery Tickets via SubsetSum: Logarithmic Over-Parameterization is Sufficient. CoRR (2020)
Ankit Pensia, Shashank Rajput, Alliot Nagle, Harit Vishwakarma, Dimitris S. Papailiopoulos
Optimal Lottery Tickets via Subset Sum: Logarithmic Over-Parameterization is Sufficient. NeurIPS (2020)