Niccolò Dalmasso
9 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
UAI (3)
AAAI (2)
ICML (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
demographic parity
(2)
algorithmic fairness
(1)
domain adaptation
(1)
bayesian inference
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
optimal transport
(1)
likelihood-free inference
(1)
expectation maximization
(1)
hypothesis testing
(1)
two-sample test
(1)
posterior predictive
(1)
normalizing flow
(1)
surrogate model
(1)
confidence set
(1)
aleatoric uncertainty
(1)
fair machine learning
(1)
mixed-integer program
(1)
approximate computation
(1)
likelihood ratio test
(1)
Papers
Mixup Regularization: A Probabilistic Perspective
UAI 2025
Prune ’n Predict: Optimizing LLM Decision-making with Conformal Prediction
ICML 2025
Auditing and Enforcing Conditional Fairness via Optimal Transport
AAAI 2025
Fair Wasserstein Coresets
NIPS 2024
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing
AAAI 2024
Deep Gaussian mixture ensembles
UAI 2023
Diagnostics for conditional density models and Bayesian inference algorithms
UAI 2021
Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting
ICML 2020
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations
AISTATS 2020