Guy Uziel

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Multiple Objectives

Neural Classifier

Portfolio Selection

Top Venues

Publications

Koren Lazar, Matan Vetzler, Guy Uziel, David Boaz, Esther Goldbraich, David Amid, Ateret Anaby-Tavor
SpeCrawler: Generating OpenAPI Specifications from API Documentation Using Large Language Models. CoRR (2024)
Eran Hirsch, Guy Uziel, Ateret Anaby-Tavor
What's the Plan? Evaluating and Developing Planning-Aware Techniques for LLMs. CoRR (2024)
Adir Rahamim, Guy Uziel, Esther Goldbraich, Ateret Anaby-Tavor
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification. ACL (Findings) (2023)
Guy Uziel, Ran El-Yaniv
Long-and Short-Term Forecasting for Portfolio Selection with Transaction Costs. AISTATS (2020)
Guy Uziel
Nonparametric Sequential Prediction While Deep Learning the Kernel. AISTATS (2020)
Oren Sar Shalom, Guy Uziel, Amir Kantor
A generative model for review-based recommendations. RecSys (2019)
Guy Uziel
Deep Online Learning with Stochastic Constraints. CoRR (2019)
Yonatan Geifman, Guy Uziel, Ran El-Yaniv
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers. ICLR (Poster) (2019)
Guy Uziel
Nonparametric Online Learning Using Lipschitz Regularized Deep Neural Networks. CoRR (2019)
Oren Sar Shalom, Guy Uziel, Alexandros Karatzoglou, Amir Kantor
A Word is Worth a Thousand Ratings: Augmenting Ratings using Reviews for Collaborative Filtering. ICTIR (2018)
Yonatan Geifman, Guy Uziel, Ran El-Yaniv
Boosting Uncertainty Estimation for Deep Neural Classifiers. CoRR (2018)
Guy Uziel, Ran El-Yaniv
Growth-Optimal Portfolio Selection under CVaR Constraints. AISTATS (2018)
Guy Uziel, Ran El-Yaniv
Multi-Objective Non-parametric Sequential Prediction. CoRR (2017)
Guy Uziel, Ran El-Yaniv
Growth-Optimal Portfolio Selection under CVaR Constraints. CoRR (2017)
Guy Uziel, Ran El-Yaniv
Multi-Objective Non-parametric Sequential Prediction. NIPS (2017)
Guy Uziel, Ran El-Yaniv
Online Learning of Commission Avoidant Portfolio Ensembles. CoRR (2016)
Guy Uziel, Ran El-Yaniv
Online Learning of Portfolio Ensembles with Sector Exposure Regularization. CoRR (2016)