Gideon S. Mann
6 papers · 2001–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
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Topic Pioneer
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Keyword Pioneer
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Keyword Champion
(2)
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Trend Setter
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The Questioner
Top co-authors
Research topics
Machine Learning
(2)
Learning Types Β· Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Core AI
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
maximum entropy models
(2)
maximum entropy
(1)
convex optimization
(1)
weakly supervised learning
(1)
distributed learning
(1)
ensemble training
(1)
gradient descent
(1)
distributed training
(1)
parameter mixtures
(1)
gradient computation
(1)
static analysis
(1)
ensemble method
(1)
conditional random field
(1)
weight analysis
(1)
majority voting ensemble
(1)
large language model
(1)
generalized expectation
(1)
semi-supervised learning
(1)
knowledge location
(1)
Papers
Can We Statically Locate Knowledge in Large Language Models? Financial Domain and Toxicity Reduction Case Studies
EMNLP 2024
Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data
JMLR 2010
Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models
NeurIPS 2009
Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields
ACL 2008
Learning How to Answer Questions Using Trivia Games
COLING 2002
Multipath Translation Lexicon Induction via Bridge Languages
NAACL 2001