Lista de obras - Thomas G. Dietterich - Dominio Público Uruguay

A Comparison of Dynamic Reposing and Tangent Distance for Drug Activity Prediction ⬇️

artículo científico publicado en 1994

A Conditional Multinomial Mixture Model for Superset Label Learning ⬇️

artículo científico publicado en 2012

A shape-based machine learning tool for drug design

artículo científico publicado en 1994

Allowing a wildfire to burn: estimating the effect on future fire suppression costs

scientific article published in 2013

An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration

artículo científico publicado en 2012

An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization

Batch Value Function Approximation via Support Vectors ⬇️

Collective Graphical Models ⬇️

artículo científico publicado en 2011

Computational sustainability

artículo científico publicado en 2019

Crowds Replicate Performance of Scientific Experts Scoring Phylogenetic Matrices of Phenotypes

artículo científico publicado en 2018

Cyber SA: Situational Awareness for Cyber Defense

Detecting insider threats in a real corporate database of computer usage activity

article

High-Performance Job-Shop Scheduling With A Time-Delay TD(λ) Network ⬇️

artículo científico publicado en 1996

Improving the Performance of Radial Basis Function Networks by Learning Center Locations ⬇️

artículo científico publicado en 1992

Incorporating Expert Feedback into Active Anomaly Discovery

Integrating Learning from Examples into the Search for Diagnostic Policies

artículo científico publicado en 2018

Interacting meaningfully with machine learning systems: Three experiments

artículo científico publicado en 2009

Inverting Grice's Maxims to Learn Rules from Natural Language Extractions ⬇️

artículo científico publicado en 2011

Learning Greedy Policies for the Easy-First Framework

artículo científico publicado en 2022

Locally Adaptive Nearest Neighbor Algorithms ⬇️

artículo científico publicado en 1994

Managing Fragmented Fire-Threatened Landscapes with Spatial Externalities

scholarly article

Memory-Based Methods for Regression and Classification ⬇️

artículo científico publicado en 1994

Next-generation phenomics for the Tree of Life

artículo científico publicado en 2013

Optimal Spatial-Dynamic Management of Stochastic Species Invasions

artículo científico publicado en 2017

PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs

artículo científico publicado en 2013

Reconstructing Velocities of Migrating Birds from Weather Radar – A Case Study in Computational Sustainability

artículo científico publicado en 2014

Rise of concerns about AI

Robust artificial intelligence and robust human organizations

artículo científico publicado en 2018

Solving Multiclass Learning Problems via Error-Correcting Output Codes

artículo científico publicado en 1995

Solving the multiple instance problem with axis-parallel rectangles

article by Thomas G. Dietterich et al published January 1997 in Artificial Intelligence

Stabilizing Value Function Approximation with the BFBP Algorithm ⬇️

State Abstraction in MAXQ Hierarchical Reinforcement Learning ⬇️

scholarly article by Thomas G. Dietterich published 2000 in Advances in Neural Information Processing Systems 12

The Role of Restoration and Key Ecological Invasion Mechanisms in Optimal Spatial-Dynamic Management of Invasive Species

scientific article published in 2018

The familiarity hypothesis: Explaining the behavior of deep open set methods

artículo científico publicado en 2022

Lista de obras de Thomas G. Dietterich

A Comparison of Dynamic Reposing and Tangent Distance for Drug Activity Prediction ⬇️

A Conditional Multinomial Mixture Model for Superset Label Learning ⬇️

A shape-based machine learning tool for drug design

Allowing a wildfire to burn: estimating the effect on future fire suppression costs

An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration

An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization

Batch Value Function Approximation via Support Vectors ⬇️

Collective Graphical Models ⬇️

Computational sustainability

Crowds Replicate Performance of Scientific Experts Scoring Phylogenetic Matrices of Phenotypes

Cyber SA: Situational Awareness for Cyber Defense

Detecting insider threats in a real corporate database of computer usage activity

High-Performance Job-Shop Scheduling With A Time-Delay TD(λ) Network ⬇️

Improving the Performance of Radial Basis Function Networks by Learning Center Locations ⬇️

Incorporating Expert Feedback into Active Anomaly Discovery

Integrating Learning from Examples into the Search for Diagnostic Policies

Interacting meaningfully with machine learning systems: Three experiments

Inverting Grice's Maxims to Learn Rules from Natural Language Extractions ⬇️

Learning Greedy Policies for the Easy-First Framework

Locally Adaptive Nearest Neighbor Algorithms ⬇️

Managing Fragmented Fire-Threatened Landscapes with Spatial Externalities

Memory-Based Methods for Regression and Classification ⬇️

Next-generation phenomics for the Tree of Life

Optimal Spatial-Dynamic Management of Stochastic Species Invasions

PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs

Reconstructing Velocities of Migrating Birds from Weather Radar – A Case Study in Computational Sustainability

Rise of concerns about AI

Robust artificial intelligence and robust human organizations

Solving Multiclass Learning Problems via Error-Correcting Output Codes

Solving the multiple instance problem with axis-parallel rectangles

Stabilizing Value Function Approximation with the BFBP Algorithm ⬇️

State Abstraction in MAXQ Hierarchical Reinforcement Learning ⬇️

The Role of Restoration and Key Ecological Invasion Mechanisms in Optimal Spatial-Dynamic Management of Invasive Species

The familiarity hypothesis: Explaining the behavior of deep open set methods

Zero-Shot Learning and Detection of Teeth in Images of Bat Skulls