Alliot Nagle
5 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Deep Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Generation
(1)
Learning Types
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
local minimum
(2)
neural network pruning
(2)
lottery ticket hypothesis
(2)
markov chain
(2)
efficient inference
(1)
loss landscape
(1)
rate distortion
(1)
learning dynamics
(1)
induction head
(1)
next-token prediction
(1)
sparse training
(1)
parameter initialization
(1)
global minimum
(1)
prompt compression
(1)
token-level compression
(1)
black-box model
(1)
relu network
(1)
rate-distortion theory
(1)
network compression
(1)
large language model
(1)
Papers
Attention with Markov: A Curious Case of Single-layer Transformers
ICLR 2025
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
NeurIPS 2024
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
NeurIPS 2024
Rare Gems: Finding Lottery Tickets at Initialization
NeurIPS 2022
Optimal Lottery Tickets via Subset Sum: Logarithmic Over-Parameterization is Sufficient
NeurIPS 2020