Clemens Rosenbaum

According to our database, Clemens Rosenbaum authored at least 10 papers between 2016 and 2024.

Collaborative distances:

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

2024

GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks.

Shivanshu Gupta, Clemens Rosenbaum, Ethan R. Elenberg

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

CEREAL: Few-Sample Clustering Evaluation.

Nihal V. Nayak, Ethan R. Elenberg, Clemens Rosenbaum

CoRR, 2022

2020

On the Role of Weight Sharing During Deep Option Learning.

Matthew Riemer, Ignacio Cases, Clemens Rosenbaum, Miao Liu, Gerald Tesauro

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Routing Networks and the Challenges of Modular and Compositional Computation.

Clemens Rosenbaum, Ignacio Cases, Matthew Riemer, Tim Klinger

CoRR, 2019

Recursive Routing Networks: Learning to Compose Modules for Language Understanding.

Ignacio Cases, Clemens Rosenbaum, Matthew Riemer, Atticus Geiger, Tim Klinger, Alex Tamkin, Olivia Li, Sandhini Agarwal, Joshua D. Greene, Dan Jurafsky, Christopher Potts, Lauri Karttunen

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning.

Clemens Rosenbaum, Tim Klinger, Matthew Riemer

Proceedings of the 6th International Conference on Learning Representations, 2018

Eigenoption Discovery through the Deep Successor Representation.

Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations.

Clemens Rosenbaum, Tian Gao, Tim Klinger

CoRR, 2017

Learning to Query, Reason, and Answer Questions On Ambiguous Texts.

Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerry Tesauro, Satinder Singh

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Deep Reinforcement Learning With Macro-Actions.

Ishan P. Durugkar, Clemens Rosenbaum, Stefan Dernbach, Sridhar Mahadevan

CoRR, 2016