Matt Jones
10 papers · 2008–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Trendsetter Combo
(3)
π
Keyword Champion
π§
Keyword Pioneer
ποΈ
Keyword Collector
(74)
π
Renaissance Researcher
(6)
π
Trend Setter
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(5)
Optimization & Theory
(5)
Artificial Intelligence
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(4)
Learning Types
(4)
Interdisciplinary
(3)
Mathematics & Optimization
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Cognitive Science
(3)
Deep Learning
(2)
Architectures
(2)
Optimization
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Keywords
bayesian inference
(3)
sequential learning
(2)
catastrophic interference
(2)
cognitive modeling
(2)
sequential effects
(2)
computational efficiency
(1)
information retrieval
(1)
catastrophic forgetting
(1)
cross-lingual transfer
(1)
speech recognition
(1)
online learning
(1)
psychological modeling
(1)
probabilistic inference
(1)
kalman filtering
(1)
gaussian process
(1)
posterior distribution
(1)
natural gradient
(1)
time series
(1)
kalman filter
(1)
decision making
(1)
Papers
How rotation invariant algorithms are fooled by noise on sparse targets
ALT 2025
More Experts Than Galaxies: Conditionally-Overlapping Experts with Biologically-Inspired Fixed Routing
ICLR 2025
Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati
EMNLP 2025
Bayesian Online Natural Gradient (BONG)
NeurIPS 2024
Outlier-robust Kalman Filtering through Generalised Bayes
ICML 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
NeurIPS 2024
Learning in temporally structured environments
ICLR 2023
Improving Human Judgments by Decontaminating Sequential Dependencies
NeurIPS 2010
Sequential effects reflect parallel learning of multiple environmental regularities
NeurIPS 2009
Optimal Response Initiation: Why Recent Experience Matters
NeurIPS 2008