Concepedia

Clemens Rosenbaum

CR

Statistics

Publications

7

Citations

198

H-Index

7

Active since

2016

Affiliations

University of Massachusetts Amherst(Current)

IBM (United States)

Clemens Rosenbaum is an author at University of Massachusetts Amherst specializing in computer science, engineering, and artificial intelligence.

Top concepts

EngineeringComputer ScienceArtificial IntelligenceData ScienceDeep LearningMachine LearningRobot LearningIntelligent SystemsKnowledge DiscoveryNatural Language Processing

Publications per year

2016–2019

7

Publications

7

Eigenoption Discovery through the Deep Successor Representation

Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo et al. · arXiv (Cornell University) · 2017 · 61 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Routing Networks and the Challenges of Modular and Compositional Computation

Clemens Rosenbaum, Ignacio Cases, Matthew Riemer et al. · arXiv (Cornell University) · 2019 · 39 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +27

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

Clemens Rosenbaum, Tim Klinger, Matthew Riemer · arXiv (Cornell University) · 2017 · 37 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Eigenoption Discovery through the Deep Successor Representation

Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo et al. · arXiv (Cornell University) · 2017 · 19 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

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

Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum et al. · International Conference on Learning Representations · 2017 · 17 citations

Artificial Intelligence, Engineering, Textual Entailment +19

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