Gecia Bravo-Hermsdorff
9 papers · 2019–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Mathematics
(4)
Core AI
(3)
Core Methods
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Reasoning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Security & Privacy
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Differential Privacy
(1)
Keywords
causal inference
(4)
instrumental variable
(2)
partial identification
(2)
subgraph density
(2)
statistical testing
(1)
graph inference
(1)
convex optimization
(1)
conditional independence
(1)
distributed learning
(1)
graph sparsification
(1)
entropy estimation
(1)
stochastic block model
(1)
shannon entropy
(1)
network model
(1)
distributed algorithm
(1)
communication efficiency
(1)
spectral method
(1)
confidence set
(1)
structural causal model
(1)
social network
(1)
Papers
BudgetIV: Optimal Partial Identification of Causal Effects with Mostly Invalid Instruments
AISTATS 2025
Causal Models for Growing Networks
UAI 2025
Bounding causal effects with leaky instruments
UAI 2024
Intervention Generalization: A View from Factor Graph Models
NeurIPS 2023
Quantifying Human Priors over Social and Navigation Networks
ICML 2023
Quantifying Network Similarity using Graph Cumulants
JMLR 2023
The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models
NeurIPS 2023
Private and Communication-Efficient Algorithms for Entropy Estimation
NeurIPS 2022
A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening
NeurIPS 2019