Statements (75)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Person
|
| gptkbp:affiliation |
gptkb:University_of_North_Carolina_at_Chapel_Hill
|
| gptkbp:awards |
Best Paper Award
|
| gptkbp:class |
Machine learning courses
|
| gptkbp:collaborations |
Various researchers in AI
Industry_partners_in_AI |
| gptkbp:community |
gptkb:Machine_Learning_Group_at_UNC
|
| gptkbp:communityService |
Organizing workshops
Program committee member Reviewing for journals |
| gptkbp:conference |
NeurIPS
ICML AAAI |
| gptkbp:contribution |
Artificial intelligence
Data mining Statistical learning theory |
| gptkbp:education |
Ph.D._in_Computer_Science
|
| gptkbp:field |
Computer Science
|
| gptkbp:grantType |
Research_funding_from_NSF
Research_funding_from_DARPA |
| https://www.w3.org/2000/01/rdf-schema#label |
David A. Hofmann
|
| gptkbp:influence |
Machine learning community
|
| gptkbp:investmentFocus |
gptkb:Journal_of_Machine_Learning_Research
|
| gptkbp:knownFor |
Research in machine learning
|
| gptkbp:mentor |
Graduate students in computer science
|
| gptkbp:patentCitation |
Innovations in machine learning technology
|
| gptkbp:publications |
Numerous academic papers
|
| gptkbp:publicSpeaking |
Machine learning conferences
|
| gptkbp:researchFocus |
Deep learning
Health informatics Natural language processing Time series analysis Computer vision Social network analysis Computational biology Data visualization Anomaly detection Financial modeling Sports analytics Statistical inference Big data analytics Transfer learning Ethics in AI Explainable AI Model evaluation Predictive modeling Bayesian methods IoT analytics Feature selection Active learning Causal inference Marketing analytics Optimization techniques Semi-supervised learning Recommender systems Reinforcement learning Unsupervised learning Graphical models Environmental modeling Generative models Blockchain analytics Cybersecurity analytics Neural architecture search Energy analytics Telecommunications analytics Transportation analytics Multi-task learning Adversarial learning Fairness in machine learning Federated learning Scalable machine learning Urban_analytics |
| gptkbp:researchInterest |
Statistical methods
Machine learning algorithms |
| gptkbp:studentSupportServices |
gptkb:David_Madigan
|