Samuel Deng
6 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
Conferences
NIPS (3)
AISTATS (1)
ALT (1)
ICML (1)
Top co-authors
Keywords
multi-group learning
(2)
adversarial learning
(2)
few-shot learning
(1)
online learning
(1)
transfer learning
(1)
feature selection
(1)
sample complexity
(1)
tensor decomposition
(1)
empirical risk minimization
(1)
vc dimension
(1)
distributionally robust optimization
(1)
regret bound
(1)
sublinear regret
(1)
poisoning attack
(1)
oracle-efficient algorithm
(1)
perturbation robustness
(1)
task adaptation
(1)
fairness constraint
(1)
fair classifier
(1)
improper learning
(1)
Papers
Group-realizable multi-group learning by minimizing empirical risk
ALT 2026
Group-wise oracle-efficient algorithms for online multi-group learning
NIPS 2024
Multi-group Learning for Hierarchical Groups
ICML 2024
Learning Tensor Representations for Meta-Learning
AISTATS 2022
A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks
NIPS 2021
Ensuring Fairness Beyond the Training Data
NIPS 2020