Jessa Bekker
4 papers · 2015–2026 · 3 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 · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
propensity score
(2)
binary classification
(1)
probabilistic inference
(1)
rule-based learning
(1)
robust statistics
(1)
tractable inference
(1)
knowledge base completion
(1)
probabilistic model
(1)
arithmetic circuit
(1)
algorithmic bia
(1)
positive-unlabeled learning
(1)
markov network
(1)
neuro-symbolic learning
(1)
confidence estimation
(1)
causal modeling
(1)
rule-based approach
(1)
circuit compilation
(1)
sentential decision diagram
(1)
probabilistic logic programming
(1)
pu learning
(1)
Papers
ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias
AAAI 2026
Learning from biased positive-unlabeled data via threshold calibration
AISTATS 2025
Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias
AAAI 2022
Tractable Learning for Complex Probability Queries
NeurIPS 2015