Clemens Rosenbaum

14 papers A* 2Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2024 A* conf
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks.
ICML
Shivanshu Gupta, Clemens Rosenbaum, Ethan R. Elenberg
2023 J jnl
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks.
CoRR
Shivanshu Gupta, Clemens Rosenbaum, Ethan R. Elenberg
2022 J jnl
CEREAL: Few-Sample Clustering Evaluation.
CoRR
Nihal V. Nayak, Ethan R. Elenberg, Clemens Rosenbaum
2020 A* conf
On the Role of Weight Sharing During Deep Option Learning.
AAAI
Matthew Riemer, Ignacio Cases, Clemens Rosenbaum, Miao Liu, Gerald Tesauro
2019 J jnl
On the Role of Weight Sharing During Deep Option Learning.
CoRR
Matthew Riemer, Ignacio Cases, Clemens Rosenbaum, Miao Liu, Gerald Tesauro
2019 — conf
Recursive Routing Networks: Learning to Compose Modules for Language Understanding.
NAACL-HLT (1)
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
2019 J jnl
Routing Networks and the Challenges of Modular and Compositional Computation.
CoRR
Clemens Rosenbaum, Ignacio Cases, Matthew Riemer, Tim Klinger
2018 — conf
Eigenoption Discovery through the Deep Successor Representation.
ICLR (Poster)
Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell
2018 — conf
Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning.
ICLR (Poster)
Clemens Rosenbaum, Tim Klinger, Matthew Riemer
2017 J jnl
Eigenoption Discovery through the Deep Successor Representation.
CoRR
Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell
2017 — conf
Learning to Query, Reason, and Answer Questions On Ambiguous Texts.
ICLR (Poster)
Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerry Tesauro, Satinder Singh
2017 J jnl
Routing Networks: Adaptive Selection of Non-linear Functions for Multi-Task Learning.
CoRR
Clemens Rosenbaum, Tim Klinger, Matthew Riemer
2017 J jnl
e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations.
CoRR
Clemens Rosenbaum, Tian Gao, Tim Klinger
2016 J jnl
Deep Reinforcement Learning With Macro-Actions.
CoRR
Ishan P. Durugkar, Clemens Rosenbaum, Stefan Dernbach, Sridhar Mahadevan