Dean Foster
23 papers · 2010–2025 · 10 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (15)
πΊοΈ
Taxonomy Completionist
(31)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
ποΈ
Keyword Collector
(76)
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Trend Setter
π
Century Club
(23)
π₯
Unstoppable
(8)
β
The Questioner
(2)
Conferences
AISTATS (5)
ICML (4)
COLT (3)
ICLR (3)
EMNLP (2)
NAACL (2)
ACL (1)
COLING (1)
CONLL (1)
JMLR (1)
Top co-authors
Keywords
online learning
(3)
transfer learning
(2)
statistical learning
(2)
regret bound
(2)
domain adaptation
(2)
feature selection
(2)
partial monitoring
(2)
variable selection
(1)
feature learning
(1)
matrix decomposition
(1)
game theory
(1)
bayesian inference
(1)
semantic analysis
(1)
function approximation
(1)
stochastic gradient descent
(1)
word sense disambiguation
(1)
in-context learning
(1)
knowledge transfer
(1)
uncertainty quantification
(1)
spectral clustering
(1)
Papers
Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
ICLR 2025
How Does Critical Batch Size Scale in Pre-training?
ICLR 2025
A Study on the Calibration of In-context Learning
NAACL 2024
On the Complexity of Multi-Agent Decision Making: From Learning in Games to Partial Monitoring
COLT 2023
What are the Statistical Limits of Offline RL with Linear Function Approximation?
ICLR 2021
Top-k eXtreme Contextual Bandits with Arm Hierarchy
ICML 2021
Variance Reduced Training with Stratified Sampling for Forecasting Models
ICML 2021
Deep Factors for Forecasting
ICML 2019
Semantic Word Clusters Using Signed Spectral Clustering
ACL 2017
Online Sparse Linear Regression
COLT 2016
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis
ICML 2015
Variable Selection is Hard
COLT 2015
A Level-set Hit-and-run Sampler for Quasi-Concave Distributions
AISTATS 2014
Spectral Learning Algorithms for Natural Language Processing
NAACL 2013
Spectral Dependency Parsing with Latent Variables
CONLL 2012
Domain Adaptation: A Small Sample Statistical Approach
AISTATS 2012
No Internal Regret via Neighborhood Watch
AISTATS 2012
Spectral Dependency Parsing with Latent Variables
EMNLP 2012
New Insights from Coarse Word Sense Disambiguation in the Crowd
COLING 2012
Domain Adaptation with Coupled Subspaces
AISTATS 2011
Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
JMLR 2011
Feature Selection using Multiple Streams
AISTATS 2010
A New Approach to Lexical Disambiguation of Arabic Text
EMNLP 2010