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NIPS
2001
15 years 1 months ago
Prodding the ROC Curve: Constrained Optimization of Classifier Performance
Michael C. Mozer, Robert H. Dodier, Michael D. Col...
NIPS
2001
15 years 1 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
15 years 1 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
15 years 1 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
15 years 1 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