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Guy Uziel
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2020 – today
- 2024
- [i9]Eran Hirsch, Guy Uziel, Ateret Anaby-Tavor:
What's the Plan? Evaluating and Developing Planning-Aware Techniques for LLMs. CoRR abs/2402.11489 (2024) - [i8]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 abs/2402.11625 (2024) - 2023
- [c8]Adir Rahamim, Guy Uziel, Esther Goldbraich, Ateret Anaby-Tavor:
Text Augmentation Using Dataset Reconstruction for Low-Resource Classification. ACL (Findings) 2023: 7389-7402 - 2020
- [b1]Guy Uziel:
Leveraging Machine Learning Algorithms in Online Portfolio Selection. Technion - Israel Institute of Technology, Israel, 2020 - [c7]Guy Uziel, Ran El-Yaniv:
Long-and Short-Term Forecasting for Portfolio Selection with Transaction Costs. AISTATS 2020: 100-110 - [c6]Guy Uziel:
Nonparametric Sequential Prediction While Deep Learning the Kernel. AISTATS 2020: 111-121
2010 – 2019
- 2019
- [c5]Yonatan Geifman, Guy Uziel, Ran El-Yaniv:
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers. ICLR (Poster) 2019 - [c4]Oren Sar Shalom, Guy Uziel, Amir Kantor:
A generative model for review-based recommendations. RecSys 2019: 353-357 - [i7]Guy Uziel:
Deep Online Learning with Stochastic Constraints. CoRR abs/1905.10817 (2019) - [i6]Guy Uziel:
Nonparametric Online Learning Using Lipschitz Regularized Deep Neural Networks. CoRR abs/1905.10821 (2019) - 2018
- [c3]Guy Uziel, Ran El-Yaniv:
Growth-Optimal Portfolio Selection under CVaR Constraints. AISTATS 2018: 48-57 - [c2]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: 11-18 - [i5]Yonatan Geifman, Guy Uziel, Ran El-Yaniv:
Boosting Uncertainty Estimation for Deep Neural Classifiers. CoRR abs/1805.08206 (2018) - 2017
- [c1]Guy Uziel, Ran El-Yaniv:
Multi-Objective Non-parametric Sequential Prediction. NIPS 2017: 3372-3380 - [i4]Guy Uziel, Ran El-Yaniv:
Multi-Objective Non-parametric Sequential Prediction. CoRR abs/1703.01680 (2017) - [i3]Guy Uziel, Ran El-Yaniv:
Growth-Optimal Portfolio Selection under CVaR Constraints. CoRR abs/1705.09800 (2017) - 2016
- [i2]Guy Uziel, Ran El-Yaniv:
Online Learning of Portfolio Ensembles with Sector Exposure Regularization. CoRR abs/1604.03266 (2016) - [i1]Guy Uziel, Ran El-Yaniv:
Online Learning of Commission Avoidant Portfolio Ensembles. CoRR abs/1605.00788 (2016)
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