Michael Sjoding
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(12)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
ECCV (1)
ICML (1)
Top co-authors
Keywords
representation learning
(1)
shortcut learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
temporal difference learning
(1)
feature learning
(1)
offline reinforcement learning
(1)
domain adaptation
(1)
policy learning
(1)
concept learning
(1)
domain knowledge
(1)
factored action spaces
(1)
spurious correlation
(1)
bias-variance trade-off
(1)
clinical decision making
(1)
set-valued policy
(1)
q-function decomposition
(1)
linear q-function decomposition
(1)
Papers
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks
ECCV 2024
Learning Concept Credible Models for Mitigating Shortcuts
NIPS 2022
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
NIPS 2022
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies
ICML 2020