Aditya Parameswaran
4 papers · 2012–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (14)
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
active learning
(1)
binary classification
(1)
uncertainty quantification
(1)
prompt engineering
(1)
nonparametric learning
(1)
uniform convergence
(1)
query selection
(1)
conditional probability
(1)
nearest neighbor retrieval
(1)
probability calibration
(1)
human labeling
(1)
pipeline debugging
(1)
query optimization
(1)
agnostic setting
(1)
uncertainty minimization
(1)
retrieval-augmented generation
(1)
directed acyclic graph
(1)
human in the loop
(1)
embedding fine-tuning
(1)
integer optimization
(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
NeurIPS 2012