Guy Hacohen

According to our database, Guy Hacohen authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Semi-Supervised Learning in the Few-Shot Zero-Shot Scenario.

Noam Fluss, Guy Hacohen, Daphna Weinshall

CoRR, 2023

Pruning the Unlabeled Data to Improve Semi-Supervised Learning.

Guy Hacohen, Daphna Weinshall

CoRR, 2023

How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget.

Guy Hacohen, Daphna Weinshall

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks.

Guy Hacohen, Daphna Weinshall

J. Mach. Learn. Res., 2022

Active Learning Through a Covering Lens.

Ofer Yehuda, Avihu Dekel, Guy Hacohen, Daphna Weinshall

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets.

Guy Hacohen, Avihu Dekel, Daphna Weinshall

Proceedings of the International Conference on Machine Learning, 2022

The Grammar-Learning Trajectories of Neural Language Models.

Leshem Choshen, Guy Hacohen, Daphna Weinshall, Omri Abend

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Convergence Analysis of Over-parameterized Deep Linear Networks, and the Principal Components Bias.

Guy Hacohen, Daphna Weinshall

CoRR, 2021

2020

Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets.

Guy Hacohen, Leshem Choshen, Daphna Weinshall

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

All Neural Networks are Created Equal.

Guy Hacohen, Daphna Weinshall

CoRR, 2019

On The Power of Curriculum Learning in Training Deep Networks.

Guy Hacohen, Daphna Weinshall

Proceedings of the 36th International Conference on Machine Learning, 2019