Dami Choi
7 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6)
π
Cross-Pollinator
(4)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(13)
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Conference Pioneer
Conferences
NIPS (5)
ICLR (1)
ICML (1)
Top co-authors
Keywords
large language model
(2)
zero-shot learning
(1)
multi-task learning
(1)
probabilistic modeling
(1)
bayesian inference
(1)
neural machine translation
(1)
inductive reasoning
(1)
data provenance
(1)
gradient estimation
(1)
random search
(1)
latent variable model
(1)
surrogate gradient
(1)
predictive distribution
(1)
gumbel-max trick
(1)
numerical prediction
(1)
multilingual learning
(1)
evolutionary strategy
(1)
gradient direction
(1)
perturbation model
(1)
model auditing
(1)
Papers
LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
NIPS 2024
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
NIPS 2024
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning
NIPS 2023
Tools for Verifying Neural Models' Training Data
NIPS 2023
Gradient Estimation with Stochastic Softmax Tricks
NIPS 2020
Guided evolutionary strategies: augmenting random search with surrogate gradients
ICML 2019
Backpropagation through the Void: Optimizing control variates for black-box gradient estimation
ICLR 2018