Rahul Ramesh

According to our database1, Rahul Ramesh authored at least 16 papers between 2015 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model.
CoRR, 2024

2023
How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks.
CoRR, 2023

The Training Process of Many Deep Networks Explores the Same Low-Dimensional Manifold.
CoRR, 2023

The Value of Out-of-Distribution Data.
Proceedings of the International Conference on Machine Learning, 2023

A Picture of the Space of Typical Learnable Tasks.
Proceedings of the International Conference on Machine Learning, 2023


2022
Deep Reference Priors: What is the best way to pretrain a model?
Proceedings of the International Conference on Machine Learning, 2022

Model Zoo: A Growing Brain That Learns Continually.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Boosting a Model Zoo for Multi-Task and Continual Learning.
CoRR, 2021

2020
Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019
FigureNet : A Deep Learning model for Question-Answering on Scientific Plots.
Proceedings of the International Joint Conference on Neural Networks, 2019

Successor Options: An Option Discovery Framework for Reinforcement Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
A Question-Answering framework for plots using Deep learning.
CoRR, 2018

2017
AUPCR Maximizing Matchings : Towards a Pragmatic Notion of Optimality for One-Sided Preference Matchings.
CoRR, 2017

Learning to Factor Policies and Action-Value Functions: Factored Action Space Representations for Deep Reinforcement learning.
CoRR, 2017

2015
Influence of learners' motivation on responses to Facebook promotions of online courses.
Proceedings of the 2015 International Conference on Advances in Computing, 2015


  Loading...