Travis Dick
18 papers · 2013–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (12)
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Taxonomy Completionist
(31)
π
Conference Polyglot
(7)
π
Academic Marathon
(12)
π
Century Club
(18)
π
Trend Setter
ποΈ
Keyword Collector
(85)
Conferences
ICML (6)
NIPS (6)
AISTATS (2)
ICLR (1)
JMLR (1)
RSS (1)
UAI (1)
Top co-authors
Research topics
Keywords
differential privacy
(6)
algorithm selection
(2)
regret bound
(2)
online learning
(2)
k-means clustering
(2)
statistical estimation
(2)
game theory
(1)
distributed learning
(1)
learning theory
(1)
weakly supervised learning
(1)
feature selection
(1)
mean estimation
(1)
theoretical analysis
(1)
empirical risk minimization
(1)
algorithmic fairness
(1)
online optimization
(1)
covariance matrix
(1)
branch and bound
(1)
markov decision process
(1)
online clustering
(1)
Papers
Nearly Optimal Sample Complexity for Learning with Label Proportions
ICML 2025
Auditing Privacy Mechanisms via Label Inference Attacks
NIPS 2024
Subset-Based Instance Optimality in Private Estimation
ICML 2023
Learning-augmented private algorithms for multiple quantile release
ICML 2023
Easy Learning from Label Proportions
NIPS 2023
Better Private Linear Regression Through Better Private Feature Selection
NIPS 2023
Semi-bandit Optimization in the Dispersed Setting
UAI 2020
Learning piecewise Lipschitz functions in changing environments
AISTATS 2020
Learning to Link
ICLR 2020
Random Smoothing Might be Unable to Certify $\ell_\infty$ Robustness for High-Dimensional Images
JMLR 2020
Envy-Free Classification
NIPS 2019
Differentially Private Covariance Estimation
NIPS 2019
Data-Driven Clustering via Parameterized Lloyd's Families
NIPS 2018
Learning to Branch
ICML 2018
Differentially Private Clustering in High-Dimensional Euclidean Spaces
ICML 2017
Data Driven Resource Allocation for Distributed Learning
AISTATS 2017
Online Learning in Markov Decision Processes with Changing Cost Sequences
ICML 2014
Realtime Registration-Based Tracking via Approximate Nearest Neighbour Search
RSS 2013