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NIPS
2001
14 years 11 months ago
Prodding the ROC Curve: Constrained Optimization of Classifier Performance
Michael C. Mozer, Robert H. Dodier, Michael D. Col...
NIPS
2001
14 years 11 months ago
A Quantitative Model of Counterfactual Reasoning
In this paper we explore two quantitative approaches to the modelling of counterfactual reasoning
Daniel Yarlett, Michael Ramscar
NIPS
2001
14 years 11 months ago
Agglomerative Multivariate Information Bottleneck
The Information bottleneck method is an unsupervised non-parametric data organization technique. Given a joint distribution
Noam Slonim, Nir Friedman, Naftali Tishby
NIPS
2001
14 years 11 months ago
The Method of Quantum Clustering
We propose a novel clustering method that is an extension of ideas inherent to scale-space clustering and support-vector clustering. Like the latter, it associates every data poin...
David Horn, Assaf Gottlieb
NIPS
2001
14 years 11 months ago
Reinforcement Learning with Long Short-Term Memory
This paper presents reinforcement learning with a Long ShortTerm Memory recurrent neural network: RL-LSTM. Model-free RL-LSTM using Advantage learning and directed exploration can...
Bram Bakker