Aditya Rawal

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 17

Top Topics

Backpropagation Algorithm

Stochastic Dominance

Training Patterns

Top Venues

GECCO (Companion)

Publications

Dhananjay Ram, Aditya Rawal, Momchil Hardalov, Nikolaos Pappas, Sheng Zha
DEM: Distribution Edited Model for Training with Mixed Data Distributions. CoRR (2024)
Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis
Extreme Miscalibration and the Illusion of Adversarial Robustness. ACL (1) (2024)
Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis
Extreme Miscalibration and the Illusion of Adversarial Robustness. CoRR (2024)
Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cédric Archambeau
Continual Learning with Transformers for Image Classification. CoRR (2022)
Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cédric Archambeau
Continual Learning with Transformers for Image Classification. CVPR Workshops (2022)
Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cédric Archambeau
Memory Efficient Continual Learning with Transformers. NeurIPS (2022)
Rui Wang, Joel Lehman, Aditya Rawal, Jiale Zhi, Yulun Li, Jeff Clune, Kenneth O. Stanley
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions. CoRR (2020)
Aditya Rawal, Joel Lehman, Felipe Petroski Such, Jeff Clune, Kenneth O. Stanley
Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search. CoRR (2020)
Rui Wang, Joel Lehman, Aditya Rawal, Jiale Zhi, Yulun Li, Jeffrey Clune, Kenneth O. Stanley
Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions. ICML (2020)
Thomas Miconi, Aditya Rawal, Jeff Clune, Kenneth O. Stanley
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity. CoRR (2020)
Felipe Petroski Such, Aditya Rawal, Joel Lehman, Kenneth O. Stanley, Jeffrey Clune
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data. ICML (2020)
Thomas Miconi, Aditya Rawal, Jeff Clune, Kenneth O. Stanley
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity. ICLR (Poster) (2019)
Ted Moskovitz, Rui Wang, Janice Lan, Sanyam Kapoor, Thomas Miconi, Jason Yosinski, Aditya Rawal
First-Order Preconditioning via Hypergradient Descent. CoRR (2019)
Felipe Petroski Such, Aditya Rawal, Joel Lehman, Kenneth O. Stanley, Jeff Clune
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data. CoRR (2019)
Aditya Rawal, Risto Miikkulainen
From Nodes to Networks: Evolving Recurrent Neural Networks. CoRR (2018)
Risto Miikkulainen, Jason Zhi Liang, Elliot Meyerson, Aditya Rawal, Daniel Fink, Olivier Francon, Bala Raju, Hormoz Shahrzad, Arshak Navruzyan, Nigel Duffy, Babak Hodjat
Evolving Deep Neural Networks. CoRR (2017)
Aditya Rawal, Risto Miikkulainen
Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective. GECCO (2016)
Aditya Rawal, Janette Boughman, Risto Miikkulainen
Evolution of Communication in Mate Selection. ALIFE (2014)
Padmini Rajagopalan, Aditya Rawal, Kay E. Holekamp, Risto Miikkulainen
General intelligence through prolonged evolution of densely connected neural networks. GECCO (Companion) (2014)
Ayan Acharya, Aditya Rawal, Raymond J. Mooney, Eduardo R. Hruschka
Using Both Latent and Supervised Shared Topics for Multitask Learning. ECML/PKDD (2) (2013)
Aditya Rawal, Padmini Rajagopalan, Risto Miikkulainen, Kay E. Holekamp
Evolution of a Communication Code in Cooperative Tasks. ALIFE (2012)
Risto Miikkulainen, Eliana Feasley, Leif M. Johnson, Igor Karpov, Padmini Rajagopalan, Aditya Rawal, Wesley Tansey
Multiagent Learning through Neuroevolution. WCCI (2012)
Padmini Rajagopalan, Aditya Rawal, Risto Miikkulainen, Marc A. Wiseman, Kay E. Holekamp
The role of reward structure, coordination mechanism and net return in the evolution of cooperation. CIG (2011)
Padmini Rajagopalan, Aditya Rawal, Risto Miikkulainen
Emergence of competitive and cooperative behavior using coevolution. GECCO (2010)
Aditya Rawal, Padmini Rajagopalan, Risto Miikkulainen
Constructing competitive and cooperative agent behavior using coevolution. CIG (2010)