Aditya Parameswaran
4 papers · 2012–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (13) π Cross-Pollinator (15)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Keyword Pioneer
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Trend Setter
Conferences
AISTATS (1)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
active learning
(1)
binary classification
(1)
uncertainty quantification
(1)
prompt engineering
(1)
human-in-the-loop
(1)
uniform convergence
(1)
query selection
(1)
conditional probability
(1)
probability calibration
(1)
human labeling
(1)
pipeline debugging
(1)
query optimization
(1)
agnostic setting
(1)
uncertainty minimization
(1)
directed acyclic graph
(1)
integer optimization
(1)
llm pipeline
(1)
Papers
NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
ICLR 2025
PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines
NAACL 2025
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting
AISTATS 2017
Minimizing Uncertainty in Pipelines
NIPS 2012