Alliot Nagle

According to our database, Alliot Nagle authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Neural Distributed Source Coding.

Jay Whang, Alliot Nagle, Anish Acharya, Hyeji Kim, Alexandros G. Dimakis

IEEE J. Sel. Areas Inf. Theory, 2024

Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models.

Adway Girish, Alliot Nagle, Marco Bondaschi, Michael Gastpar, Ashok Vardhan Makkuva, Hyeji Kim

CoRR, 2024

Local to Global: Learning Dynamics and Effect of Initialization for Transformers.

Ashok Vardhan Makkuva, Marco Bondaschi, Chanakya Ekbote, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar

CoRR, 2024

Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains.

Ashok Vardhan Makkuva, Marco Bondaschi, Adway Girish, Alliot Nagle, Martin Jaggi, Hyeji Kim, Michael Gastpar

CoRR, 2024

2023

High-dimensional multivariate autoregressive model estimation of human electrophysiological data using fMRI priors.

Alliot Nagle, Josh P. Gerrelts, Bryan M. Krause, Aaron D. Boes, Joel Bruss, Kirill V. Nourski, Matthew I. Banks, Barry D. Van Veen

NeuroImage, August, 2023

2022

Rare Gems: Finding Lottery Tickets at Initialization.

Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Kangwook Lee, Dimitris S. Papailiopoulos

CoRR, 2022

Rare Gems: Finding Lottery Tickets at Initialization.

Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Eric P. Xing, Kangwook Lee, Dimitris S. Papailiopoulos

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Optimal Lottery Tickets via SubsetSum: Logarithmic Over-Parameterization is Sufficient.

Ankit Pensia, Shashank Rajput, Alliot Nagle, Harit Vishwakarma, Dimitris S. Papailiopoulos

CoRR, 2020

Optimal Lottery Tickets via Subset Sum: Logarithmic Over-Parameterization is Sufficient.

Ankit Pensia, Shashank Rajput, Alliot Nagle, Harit Vishwakarma, Dimitris S. Papailiopoulos

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020