A Mathematical Model for Curriculum Learning for Parities

31 January 2023

Papers citing "A Mathematical Model for Curriculum Learning for Parities"

11 / 11 papers shown

Title
Low-dimensional Functions are Efficiently Learnable under Randomly Biased Distributions Elisabetta Cornacchia Dan Mikulincer Elchanan Mossel 54 0 0 10 Feb 2025
Optimal Protocols for Continual Learning via Statistical Physics and Control Theory Francesco Mori Stefano Sarao Mannelli Francesca Mignacco 23 3 0 26 Sep 2024
How Neural Networks Learn the Support is an Implicit Regularization Effect of SGD Pierfrancesco Beneventano Andrea Pinto Tomaso A. Poggio MLT 27 1 0 17 Jun 2024
Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks Stefano Sarao Mannelli Yaraslau Ivashinka Andrew M. Saxe Luca Saglietti 19 2 0 03 Jun 2024
Exploring Parity Challenges in Reinforcement Learning through Curriculum Learning with Noisy Labels Bei Zhou Søren Riis 10 2 0 08 Dec 2023
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs Emmanuel Abbe Elisabetta Cornacchia Aryo Lotfi 16 11 0 29 Jun 2023
Generalization on the Unseen, Logic Reasoning and Degree Curriculum Emmanuel Abbe Samy Bengio Aryo Lotfi Kevin Rizk LRM 16 47 0 30 Jan 2023
Impartial Games: A Challenge for Reinforcement Learning Bei Zhou Søren Riis 14 6 0 25 May 2022
On the Power of Differentiable Learning versus PAC and SQ Learning Emmanuel Abbe Pritish Kamath Eran Malach Colin Sandon Nathan Srebro MLT 69 22 0 09 Aug 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 63 337 0 25 Jan 2021
Agnostically Learning Juntas from Random Walks J. Arpe Elchanan Mossel 60 6 0 25 Jun 2008