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09/26/2020
Operads for Designing Systems of Systems
System of systems engineering seeks to analyze, design and deploy collec...
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12/20/2019
Report on the First HIPstIR Workshop on the Future of Information Retrieval
The vision of HIPstIR is that early stage information retrieval (IR) res...
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05/07/2019
Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning
Evaluation of deep reinforcement learning (RL) is inherently challenging...
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04/12/2019
Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments
Reproducibility in reinforcement learning is challenging: uncontrolled s...
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04/07/2019
Network Models from Petri Nets with Catalysts
Petri networks and network models are two frameworks for the composition...
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12/06/2018
ToyBox: Better Atari Environments for Testing Reinforcement Learning Agents
It is a widely accepted principle that software without tests has bugs. ...
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06/13/2018
Explainable Agreement through Simulation for Tasks with Subjective Labels
The field of information retrieval often works with limited and noisy da...
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06/12/2018
Named Entity Recognition with Extremely Limited Data
Traditional information retrieval treats named entity recognition as a p...
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05/01/2018
On the Equivalence of Generative and Discriminative Formulations of the Sequential Dependence Model
The sequential dependence model (SDM) is a popular retrieval model which...
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01/08/2018