Aditya Mohan

Orcid: 0000-0003-0092-3780

According to our database1, Aditya Mohan authored at least 15 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2005
2010
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2020
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Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks.
Trans. Mach. Learn. Res., 2024

Structure in Deep Reinforcement Learning: A Survey and Open Problems.
J. Artif. Intell. Res., 2024

ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning.
CoRR, 2024

Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023
MASIF: Meta-learned Algorithm Selection using Implicit Fidelity Information.
Trans. Mach. Learn. Res., 2023

Contextualize Me - The Case for Context in Reinforcement Learning.
Trans. Mach. Learn. Res., 2023

Structure in Reinforcement Learning: A Survey and Open Problems.
CoRR, 2023

AutoRL Hyperparameter Landscapes.
Proceedings of the International Conference on Automated Machine Learning, 2023

Learning Activation Functions for Sparse Neural Networks.
Proceedings of the International Conference on Automated Machine Learning, 2023

2022
Towards Meta-learned Algorithm Selection using Implicit Fidelity Information.
CoRR, 2022

Contextualize Me - The Case for Context in Reinforcement Learning.
CoRR, 2022

Consistent Multi- and Single-View HDR-Image Reconstruction from Single Exposures.
Proceedings of the Workshop on Intelligent Cinematography and Editing, 2022

2018
Dataset Expansion and Accelerated Computation for Image Classification: A Practical Approach.
Proceedings of the Advances in Computing and Data Science, 2018

2005
End-to-end performance characterization of Sensornet multi-hop routing.
Proceedings of the International Conference on Pervasive Services 2005, 2005

2003
Speculative routing and update propagation: a kundali centric approach.
Proceedings of IEEE International Conference on Communications, 2003


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