Toniann Pitassi
11 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5) π Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Academic Marathon
(10)
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Cross-Pollinator
(14)
π
Century Club
(11)
π₯
Unstoppable
(8)
Conferences
ICLR (3)
ICML (3)
COLT (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
representation learning
(2)
adversarial learning
(1)
algorithmic fairness
(1)
risk management
(1)
domain adaptation
(1)
sample complexity
(1)
pac learning
(1)
agnostic learning
(1)
dynamical system
(1)
disentangled representation
(1)
boolean function
(1)
group fairness
(1)
directed acyclic graph
(1)
neural network approximation
(1)
relu network
(1)
local differential privacy
(1)
demographic parity
(1)
finite-sample guarantee
(1)
loss distribution
(1)
subgroup fairness
(1)
Papers
Testing Juntas and Junta Subclasses with Relative Error
COLT 2025
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
ICLR 2024
Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions
ICLR 2023
Distribution-Free Statistical Dispersion Control for Societal Applications
NIPS 2023
On Learning and Refutation in Noninteractive Local Differential Privacy
NIPS 2022
Theoretical bounds on estimation error for meta-learning
ICLR 2021
Size and Depth Separation in Approximating Benign Functions with Neural Networks
COLT 2021
Causal Modeling for Fairness In Dynamical Systems
ICML 2020
Flexibly Fair Representation Learning by Disentanglement
ICML 2019
Learning Adversarially Fair and Transferable Representations
ICML 2018
Inapproximability of Treewidth and Related Problems (Extended Abstract)
IJCAI 2015