Silvia Chiappa
18 papers · 2006–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π Renaissance Researcher (8) π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
π£
Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(6)
π
Keyword Champion
π§¬
Topic Evolution
π
Grand Slam
π±
Topic Pioneer
π₯
Mega-Team
(20)
π
Triple Crown
π
Conference Pioneer
π₯
Unstoppable
(5)
π
Trend Setter
π
Century Club
(18)
ποΈ
Keyword Collector
(86)
β‘
Prolific Year
(5)
Conferences
NIPS (8)
ICML (3)
AAAI (2)
UAI (2)
ACL (1)
CLEAR (1)
ICLR (1)
Top co-authors
Keywords
causal inference
(9)
algorithmic fairness
(3)
time series analysis
(2)
bayesian optimization
(2)
expected improvement
(2)
gaussian process
(2)
state-space model
(2)
multi-armed bandit
(2)
distribution shift
(2)
variational inference
(2)
imitation learning
(1)
transfer learning
(1)
domain adaptation
(1)
motion analysis
(1)
bayesian learning
(1)
action recognition
(1)
linear gaussian
(1)
binary classification
(1)
fair classification
(1)
constrained optimization
(1)
Papers
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
ICML 2025
BIG-Bench Extra Hard
ACL 2025
Pragmatic Fairness: Developing Policies with Outcome Disparity Control
CLEAR 2024
Mind the Graph When Balancing Data for Fairness or Robustness
NIPS 2024
Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding
NIPS 2024
Learning to Induce Causal Structure
ICLR 2023
Additive Causal Bandits with Unknown Graph
ICML 2023
Functional causal Bayesian optimization
UAI 2023
Transportability for Bandits with Data from Different Environments
NIPS 2023
Constrained Causal Bayesian Optimization
ICML 2023
Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness
AAAI 2022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
NIPS 2022
Asymptotically Best Causal Effect Identification with Multi-Armed Bandits
NIPS 2021
Path-Specific Counterfactual Fairness
AAAI 2019
Wasserstein Fair Classification
UAI 2019
Movement extraction by detecting dynamics switches and repetitions
NIPS 2010
Using Bayesian Dynamical Systems for Motion Template Libraries
NIPS 2008
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models
NIPS 2006