John C. Platt
6 papers · 1999–2015 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🧭
Keyword Pioneer
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Keywords
stochastic gradient descent
(1)
probabilistic modeling
(1)
variational inference
(1)
bayesian inference
(1)
multimodal learning
(1)
image captioning
(1)
multiple instance learning
(1)
label noise
(1)
kullback-leibler divergence
(1)
fault detection
(1)
network diagnosis
(1)
coordinate descent
(1)
fault diagnosis
(1)
mean-field approximation
(1)
label aggregation
(1)
crowd sourcing
(1)
crowdsourced learning
(1)
variational approximation
(1)
minimax entropy
(1)
worker expertise
(1)
Papers
From Captions to Visual Concepts and Back
CVPR 2015
Computational Approaches to Sentence Completion
ACL 2012
Learning from the Wisdom of Crowds by Minimax Entropy
NeurIPS 2012
Learning Discriminative Projections for Text Similarity Measures
CoNLL 2011
Fast Variational Inference for Large-scale Internet Diagnosis
NeurIPS 2007
Fast Low-Rank Semidefinite Programming for Embedding and Clustering
AISTATS 1999