Guy Uziel
9 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Topic Evolution
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Trend Setter
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Privacy
(1)
Keywords
online learning
(3)
llm agent
(2)
non-parametric method
(2)
portfolio selection
(2)
sequential prediction
(2)
stationary ergodic process
(2)
autonomous agent
(1)
kernel learning
(1)
data augmentation
(1)
generative model
(1)
deep neural network
(1)
language model
(1)
adversarial attack
(1)
uncertainty estimation
(1)
low-resource learning
(1)
policy enforcement
(1)
prompt injection
(1)
agentic workflow
(1)
confidence estimation
(1)
multi-objective optimization
(1)
Papers
Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In
NAACL 2025
Effective Red-Teaming of Policy-Adherent Agents
EMNLP 2025
Towards Enforcing Company Policy Adherence in Agentic Workflows
EMNLP 2025
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification
ACL 2023
Long-and Short-Term Forecasting for Portfolio Selection with Transaction Costs
AISTATS 2020
Nonparametric Sequential Prediction While Deep Learning the Kernel
AISTATS 2020
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers
ICLR 2019
Growth-Optimal Portfolio Selection under CVaR Constraints
AISTATS 2018
Multi-Objective Non-parametric Sequential Prediction
NeurIPS 2017