Benjamin L. Edelman
5 papers · 2024–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π Conference Polyglot (3)
π
Triple Crown
β‘
Prolific Year
(5)
Conferences
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
representation learning
(1)
autoregressive transformer
(1)
imitation learning
(1)
in-context learning
(1)
markov chain
(1)
performance evaluation
(1)
generative model
(1)
language model
(1)
induction head
(1)
bigram statistics
(1)
next-token prediction
(1)
low-temperature sampling
(1)
capability emergence
(1)
chess playing
(1)
statistical induction head
(1)
transcendence phenomenon
(1)
Papers
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
NIPS 2024
Transcendence: Generative Models Can Outperform The Experts That Train Them
NIPS 2024
Feature emergence via margin maximization: case studies in algebraic tasks
ICLR 2024
Distinguishing the Knowable from the Unknowable with Language Models
ICML 2024
Watermarks in the Sand: Impossibility of Strong Watermarking for Language Models
ICML 2024