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Professors in Machine Learning and Data Classification

7.4k

Leo BreimanActive

Unknown · Mathematics

h 56227.5kcited148works

Advanced Statistical Methods and Models, Neural Networks and Applications, Data Mining Algorithms and Applications, Machine Learning and Data Classification, Statistical Methods and Inference

Vladimir VapnikActive

Columbia University — United States · Computer Science

h 70222.0kcited150works

Neural Networks and Applications
, Face and Expression Recognition
, Machine Learning and Algorithms
, Control Systems and Identification
, Machine Learning and Data Classification

Francisco HerreraActive

Universidad de Granada — Spain · Computer Science

h 169134.7kcited1.3kworks

Fuzzy Logic and Control Systems, Multi-Criteria Decision Making, Imbalanced Data Classification Techniques, Machine Learning and Data Classification, Evolutionary Algorithms and Applications

Léon BottouActive

Unknown · Computer Science

h 69115.9kcited190works

Neural Networks and Applications, Machine Learning and Algorithms, Stochastic Gradient Optimization Techniques, Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning

Robert E. SchapireActive

Unknown · Computer Science

h 73106.4kcited246works

Machine Learning and Algorithms, Advanced Bandit Algorithms Research, Machine Learning and Data Classification, Reinforcement Learning in Robotics, Algorithms and Data Compression

Kilian Q. WeinbergerActive

Cornell University — United States · Computer Science

h 7684.2kcited273works

Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling, Neural Networks and Applications, Machine Learning and Data Classification

Corinna CortesActive

Unknown · Computer Science

h 4481.9kcited137works

Machine Learning and Algorithms, Algorithms and Data Compression, Machine Learning and Data Classification, Neural Networks and Applications, Domain Adaptation and Few-Shot Learning

Chih‐Jen LinActive

National Yang Ming Chiao Tung University — Taiwan · Computer Science

h 6478.0kcited209works

Face and Expression Recognition, Neural Networks and Applications, Sparse and Compressive Sensing Techniques, Advanced Optimization Algorithms Research, Machine Learning and Data Classification

Dumitru ErhanActive

Unknown · Computer Science

h 4176.5kcited65works

Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, Machine Learning and Data Classification, Neural Networks and Applications

David E. GoldbergActive

Unknown · Computer Science

h 9474.2kcited496works

Metaheuristic Optimization Algorithms Research, Evolutionary Algorithms and Applications, Advanced Multi-Objective Optimization Algorithms, Viral Infectious Diseases and Gene Expression in Insects, Machine Learning and Data Classification

J. R. QuinlanActive

Unknown · Computer Science

h 4072.5kcited72works

Data Mining Algorithms and Applications, Rough Sets and Fuzzy Logic, Machine Learning and Data Classification, AI-based Problem Solving and Planning, Bayesian Modeling and Causal Inference

Eibe FrankActive

University of Waikato — New Zealand · Computer Science

h 6470.3kcited238works

Machine Learning and Data Classification, Data Mining Algorithms and Applications, Imbalanced Data Classification Techniques, Data Stream Mining Techniques, Rough Sets and Fuzzy Logic

Ioannis AntonoglouActive

Unknown · Computer Science

h 1666.4kcited26works

Reinforcement Learning in Robotics, Artificial Intelligence in Games, Advanced Bandit Algorithms Research, Machine Learning and Data Classification, Generative Adversarial Networks and Image Synthesis

Alex SmolaActive

Unknown · Computer Science

h 8063.8kcited219works

Neural Networks and Applications, Face and Expression Recognition, Gaussian Processes and Bayesian Inference, Machine Learning and Algorithms, Machine Learning and Data Classification

John Shawe‐TaylorActive

Jožef Stefan International Postgraduate School — SI · Computer Science

h 7561.5kcited651works

Neural Networks and Applications, Machine Learning and Algorithms, Face and Expression Recognition, Machine Learning and Data Classification, Image Retrieval and Classification Techniques

Zhi‐Hua ZhouActive

Ministry of Public Security of the People's Republic of China — China · Computer Science

h 10261.4kcited690works

Machine Learning and Data Classification, Machine Learning and Algorithms, Face and Expression Recognition, Text and Document Classification Technologies, Image Retrieval and Classification Techniques

Hugo LarochelleActive

Unknown · Computer Science

h 6161.4kcited185works

Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, Topic Modeling, Machine Learning and Data Classification

Taghi M. KhoshgoftaarActive

Florida Atlantic University — United States · Computer Science

h 8157.3kcited783works

Software Engineering Research, Software Reliability and Analysis Research, Imbalanced Data Classification Techniques, Machine Learning and Data Classification, Software System Performance and Reliability

Zoubin GhahramaniActive

University of Cambridge — United Kingdom · Computer Science

h 9957.0kcited395works

Gaussian Processes and Bayesian Inference, Bayesian Methods and Mixture Models, Bayesian Modeling and Causal Inference, Machine Learning and Algorithms, Machine Learning and Data Classification

Alexander J. SmolaActive

Amazon (United States) — United States · Computer Science

h 6652.1kcited202works

Neural Networks and Applications, Recommender Systems and Techniques, Machine Learning and Data Classification, Topic Modeling, Face and Expression Recognition

Yoav FreundActive

University of California, San Diego — United States · Computer Science

h 4750.8kcited167works

Machine Learning and Algorithms, Advanced Bandit Algorithms Research, Machine Learning and Data Classification, Face and Expression Recognition, Algorithms and Data Compression

Carlos GuestrinActive

Chan Zuckerberg Initiative (United States) — United States · Computer Science

h 7347.9kcited244works

Bayesian Modeling and Causal Inference, Energy Efficient Wireless Sensor Networks, Machine Learning and Algorithms, Machine Learning and Data Classification, Data Management and Algorithms

Kenneth V. PriceActive

Unknown · Computer Science

h 1443.9kcited17works

Metaheuristic Optimization Algorithms Research, Advanced Multi-Objective Optimization Algorithms, Evolutionary Algorithms and Applications, Machine Learning and Data Classification, Advanced Numerical Methods in Computational Mathematics

Frank HutterActive

University of Freiburg — Germany · Computer Science

h 7242.3kcited387works

Machine Learning and Data Classification, Machine Learning and Algorithms, Advanced Multi-Objective Optimization Algorithms, Advanced Neural Network Applications, Metaheuristic Optimization Algorithms Research

Salvador GarcíaActive

Universidad de Granada — Spain · Computer Science

h 6141.5kcited299works

Machine Learning and Data Classification, Imbalanced Data Classification Techniques, Data Mining Algorithms and Applications, Evolutionary Algorithms and Applications, Face and Expression Recognition

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