Rajeev Verma
8 papers · 2019–2025 · 7 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 (7) π Academic Marathon (6)
π
Cross-Pollinator
(7)
πΊοΈ
Taxonomy Completionist
(21)
π
Keyword Champion
(3)
Conferences
AISTATS (2)
AACL (1)
ACL (1)
EMNLP (1)
ICML (1)
IJCNLP (1)
UAI (1)
Top co-authors
Keywords
peer review
(3)
learning to defer
(3)
harshness scoring
(2)
confidence calibration
(2)
sentiment analysis
(2)
surrogate loss
(2)
text moderation
(2)
multiclass classification
(1)
probabilistic prediction
(1)
human expert
(1)
uncertainty estimation
(1)
conformal inference
(1)
expert ensemble
(1)
few-shot adaptation
(1)
expert delegation
(1)
multi-expert learning
(1)
best-worst scaling
(1)
valence prediction
(1)
calibrated probability
(1)
one-vs-all classifier
(1)
Papers
On Continuous Monitoring of Risk Violations under Unknown Shift
UAI 2025
Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs
EMNLP 2025
Learning to Defer to a Population: A Meta-Learning Approach
AISTATS 2024
Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles
AISTATS 2023
The lack of theory is painful: Modeling Harshness in Peer Review Comments
AACL 2022
Calibrated Learning to Defer with One-vs-All Classifiers
ICML 2022
The lack of theory is painful: Modeling Harshness in Peer Review Comments
IJCNLP 2022
DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review Decisions
ACL 2019