Concepedia

Carlton Downey

CD

12

Publications

482

Citations

11

H-Index

2009

Active since

Affiliations

Carnegie Mellon University(Current)

Victoria University of Wellington

Google (United States)

Carlton Downey is an author at Carnegie Mellon University specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePattern RecognitionDeep LearningMathematical ProgrammingBiometricsData MiningImage Analysis

Publications per year

2009–2022

12

Publications

12

Speaker Diarization with LSTM

Quan Wang, Carlton Downey, Li Wan et al. · 2018 · 309 citations

Speech Perception, Engineering, Machine Learning +14

Temporal Difference Bayesian Model Averaging: A Bayesian Perspective on Adapting Lambda

Carlton Downey, Scott Sanner · 2010 · 24 citations

Supervised Learning for Dynamical System Learning.

Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon · PubMed · 2015 · 24 citations · Full text

Parallel linear genetic programming for multi-class classification

Carlton Downey, Mengjie Zhang, Jing Liu · Genetic Programming and Evolvable Machines · 2012 · 18 citations

Mathematical Programming, Engineering, Machine Learning +10

Initialization matters: Orthogonal Predictive State Recurrent Neural Networks

Krzysztof Choromański, Carlton Downey, Byron Boots · International Conference on Learning Representations · 2018 · 18 citations

Structured Prediction, Engineering, Machine Learning +17

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