Michael C. Mozer

According to our database1, Michael C. Mozer authored at least 92 papers between 1988 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepage:

On csauthors.net:

Bibliography

2018
Open-Ended Content-Style Recombination Via Leakage Filtering.
CoRR, 2018

Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding.
CoRR, 2018

Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning.
CoRR, 2018

State-Denoised Recurrent Neural Networks.
CoRR, 2018

Learning Deep Disentangled Embeddings with the F-Statistic Loss.
CoRR, 2018

Textbook annotations as an early predictor of student learning.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

Does Deep Knowledge Tracing Model Interactions Among Skills?
Proceedings of the 11th International Conference on Educational Data Mining, 2018

Boosting Engagement with Educational Software Using Near Wins.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017
Improving Human-Machine Cooperative Visual Search With Soft Highlighting.
TAP, 2017

Discrete Event, Continuous Time RNNs.
CoRR, 2017

Improving Human-Machine Cooperative Classification Via Cognitive Theories of Similarity.
Cognitive Science, 2017

Forgetting of Foreign-Language Skills: A Corpus-Based Analysis of Online Tutoring Software.
Cognitive Science, 2017

Learning to generate images with perceptual similarity metrics.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Improving Human-Machine Cooperative Visual Search With Soft Highlighting.
CoRR, 2016

How deep is knowledge tracing?
CoRR, 2016

How Deep is Knowledge Tracing?
Proceedings of the 9th International Conference on Educational Data Mining, 2016

Designing Engaging Games Using Bayesian Optimization.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
Learning to generate images with perceptual similarity metrics.
CoRR, 2015

Predicting a Child's Trajectory of Lexical Acquisition.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014
Maximizing Students' Retention via Spaced Review: Practical Guidance From Computational Models of Memory.
topiCS, 2014

Integrating Knowledge Tracing and Item Response Theory: A Tale of Two Frameworks.
Proceedings of the Posters, 2014

Automatic Discovery of Cognitive Skills to Improve the Prediction of Student Learning.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Integrating latent-factor and knowledge-tracing models to predict individual differences in learning.
Proceedings of the 7th International Conference on Educational Data Mining, 2014

2013
Optimizing Instructional Policies.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Maximizing Students' Retention Via Spaced Review: Practical Guidance From Computational Models Of Memory.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012
Sequential Dependencies in Driving.
Cognitive Science, 2012

2011
An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Past Experience Influences Judgment of Pain: Prediction of Sequential Dependencies.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2010
Improving Human Judgments by Decontaminating Sequential Dependencies.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009
Sequential effects reflect parallel learning of multiple environmental regularities.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Predicting the Optimal Spacing of Study: A Multiscale Context Model of Memory.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Detecting Topic Drift with Compound Topic Models.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Blind Optimization for Exploiting Hardware Features.
Proceedings of the Compiler Construction, 18th International Conference, 2009

2008
Top-Down modulation of neural responses in visual perception: a computational exploration.
Natural Computing, 2008

Optimal Predictions in Everyday Cognition: The Wisdom of Individuals or Crowds?
Cognitive Science, 2008

Temporal Dynamics of Cognitive Control.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Optimal Response Initiation: Why Recent Experience Matters.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007
Reducing the Variability of Neural Responses: A Computational Theory of Spike-Timing-Dependent Plasticity.
Neural Computation, 2007

Experience-Guided Search: A Theory of Attentional Control.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006
Rational Models of Cognitive Control.
Proceedings of the Unconventional Computation, 5th International Conference, 2006

Context Effects in Category Learning: An Investigation of Four Probabilistic Models.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2005
Automating vertical profiling.
Proceedings of the 20th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2005

Top-Down Control of Visual Attention: A Rational Account.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Reducing Spike Train Variability: A Computational Theory Of Spike-Timing Dependent Plasticity.
Proceedings of the BNAIC 2005, 2005

2004
Theories of Access Consciousness.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Reducing Spike Train Variability: A Computational Theory Of Spike-Timing Dependent Plasticity.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

How Practice Makes Perfect.
Proceedings of the International Conference on Cognitive Modelling, 2004

2003
Optimizing Classifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic.
Proceedings of the Machine Learning, 2003

2002
Coulomb Classifiers: Generalizing Support Vector Machines via an Analogy to Electrostatic Systems.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001
Localist Attractor Networks.
Neural Computation, 2001

Mating Strategies in a Darwinian Microworld: Simulating the Consequences of Female Reproductive Refractoriness.
Adaptive Behaviour, 2001

Prodding the ROC Curve: Constrained Optimization of Classifier Performance.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

A Rational Analysis of Cognitive Control in a Speeded Discrimination Task.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

A Discrete Probabilistic Memory Model for Discovering Dependencies in Time.
Proceedings of the Artificial Neural Networks, 2001

2000
Predicting subscriber dissatisfaction and improving retention in the wireless telecommunications industry.
IEEE Trans. Neural Netw. Learning Syst., 2000

Beyond Maximum Likelihood and Density Estimation: A Sample-Based Criterion for Unsupervised Learning of Complex Models.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

The Interplay of Symbolic and Subsymbolic Processes in Anagram Problem Solving.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999
Template-based procedures for neural network interpretation.
Neural Networks, 1999

A Generative Model for Attractor Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Churn Reduction in the Wireless Industry.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Robust Recognition of Noisy and Superimposed Patterns via Selective Attention.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998
Dynamic On-line Clustering and State Extraction: An Approach to Symbolic Learning.
Neural Networks, 1998

A Principle for Unsupervised Hierarchical Decomposition of Visual Scenes.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1997
Evidence-Based Static Branch Prediction Using Machine Learning.
ACM Trans. Program. Lang. Syst., 1997

Parsing the Stream of Time: The Value of Event-Based Segmentation in a Complex Real-World Control Problem.
Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997

A Superadditive-Impairment Theory of Optic Aphasia.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Neural net Architectures in Modeling Compositional Syntax: Prediction and Perception of Continuity in Minimalist Works by Phillip Glass and Louis Andriessen.
Proceedings of the 1997 International Computer Music Conference, 1997

1996
The Neurothermostat: Predictive Optimal Control of Residential Heating Systems.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995
Lending direction to neural networks.
Neural Networks, 1995

Corpus-Based Static Branch Prediction.
Proceedings of the ACM SIGPLAN'95 Conference on Programming Language Design and Implementation (PLDI), 1995

1994
Neural Network Music Composition by Prediction: Exploring the Benefits of Psychoacoustic Constraints and Multi-scale Processing.
Connect. Sci., 1994

On the Computational Utility of Consciousness.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

Template-Based Algorithms for Connectionist Rule Extraction.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993
A Unified Gradient-Descent/Clustering Architecture for Finite State Machine Induction.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

Dynamic Conflict Resolution in a Connectionist Rule-Based System.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

1992
Learning to Segment Images Using Dynamic Feature Binding.
Neural Computation, 1992

Directional-Unit Boltzmann Machines.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

A Connectionist Symbol Manipulator that Discovers the Structure of Context-Free Languages.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

Metamorphosis Networks: An Alternative to Constructive Models.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

1991
SLUG: A Connectionist Architecture for Inferring the Structure of Finite-State Environments.
Machine Learning, 1991

Neural network music composition and the induction of multiscale temporal structure.
Proceedings of the Verteilte Künstliche Intelligenz und kooperatives Arbeiten, 1991

Learning to Segment Images Using Dynamic Feature Binding.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

Induction of Multiscale Temporal Structure.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

Rule Induction through Integrated Symbolic and Subsymbolic Processing.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

Perception of multiple objects - a connectionist approach.
Neural network modeling and connectionism, MIT Press, ISBN: 978-0-262-13270-1, 1991

1990
Discovering the Structure of a Reactive Environment by Exploration.
Neural Computation, 1990

Connectionist Music Composition Based on Melodic and Stylistic Constraints.
Proceedings of the Advances in Neural Information Processing Systems 3, 1990

Discovering Discrete Distributed Representations.
Proceedings of the Advances in Neural Information Processing Systems 3, 1990

1989
A Focused Backpropagation Algorithm for Temporal Pattern Recognition.
Complex Systems, 1989

TRAFFIC: Recognizing Objects Using Hierarchical Reference Frame Transformations.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

Discovering the Structure of a Reactive Environment by Exploration.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

1988
Skeletonization: A Technique for Trimming the Fat from a Network via Relevance Assessment.
Proceedings of the Advances in Neural Information Processing Systems 1, 1988


  Loading...