Tucker Balch
12 papers · 2021–2025 · 8 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
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (37) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (11)
🌈
Renaissance Researcher
(6)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
🗃️
Keyword Collector
(71)
Top co-authors
Research topics
Machine Learning
(11)
Application Areas
(7)
Artificial Intelligence
(6)
Core AI
(6)
Optimization & Theory
(4)
Natural Language Processing
(3)
Data Science & Analytics
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Keywords
large language model
(4)
demographic parity
(2)
wasserstein distance
(2)
time series analysis
(1)
few-shot learning
(1)
algorithmic fairness
(1)
benchmark evaluation
(1)
transfer learning
(1)
domain adaptation
(1)
convex optimization
(1)
logistic regression
(1)
optimal transport
(1)
text mining
(1)
in-context learning
(1)
code generation
(1)
multimodal learning
(1)
privacy preservation
(1)
task generalization
(1)
time series classification
(1)
imitation learning
(1)
Papers
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
ACL 2025
Auditing and Enforcing Conditional Fairness via Optimal Transport
AAAI 2025
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls
UAI 2025
LAW: Legal Agentic Workflows for Custody and Fund Services Contracts
COLING 2025
LETS-C: Leveraging Text Embedding for Time Series Classification
ACL 2025
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
EMNLP 2024
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing
AAAI 2024
Fair Wasserstein Coresets
NeurIPS 2024
Differentially private synthetic data using KD-trees
UAI 2023
HiddenTables and PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies
EMNLP 2023
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs
ICML 2023
ViziTex: Interactive Visual Sense-Making of Text Corpora
NAACL 2021