Shachi Deshpande
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
uncertainty quantification
(2)
probabilistic prediction
(2)
bayesian optimization
(2)
conformal prediction
(2)
online learning
(2)
probability calibration
(1)
regret bound
(1)
structural equation model
(1)
latent variable
(1)
propensity score
(1)
treatment effect estimation
(1)
confidence interval
(1)
genome-wide association study
(1)
proxy variable
(1)
structural equation
(1)
deep bayesian model
(1)
causal inference
(1)
post-hoc recalibration
(1)
density estimation
(1)
sequential decision making
(1)
Papers
Calibrated Regression Against An Adversary Without Regret
UAI 2025
Calibrated and Conformal Propensity Scores for Causal Effect Estimation
UAI 2024
Online Calibrated and Conformal Prediction Improves Bayesian Optimization
AISTATS 2024
Calibrated and Sharp Uncertainties in Deep Learning via Density Estimation
ICML 2022
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies
NeurIPS 2022