List of works - Robert A. Jacobs

A Bayesian Approach to Model Selection in Hierarchical Mixtures-of-Experts Architectures

scientific article published on 01 March 1997

A developmental approach AIDS motor learning.

scientific article published in September 2003

A probabilistic clustering theory of the organization of visual short-term memory.

scientific article published on 28 January 2013

A rational analysis of the acquisition of multisensory representations.

scientific article published on 5 December 2011

Adaptive Mixtures of Local Experts

article

Adaptive allocation of human visual working memory capacity during statistical and categorical learning

scientific article published on 01 February 2019

Adaptive allocation of vision under competing task demands.

scientific article

Adaptive precision pooling of model neuron activities predicts the efficiency of human visual learning.

scientific article published on 28 April 2009

An ideal observer analysis of visual working memory.

scientific article

Are people successful at learning sequences of actions on a perceptual matching task?

scientific article published on 4 May 2011

Bayesian inference for hierarchical mixtures-of-experts with applications to regression and classification.

scientific article published in December 1996

Bayesian learning theory applied to human cognition

scientific article published on 17 May 2010

Bias/variance analyses of mixtures-of-experts architectures.

scientific article published in February 1997

Can multisensory training aid visual learning? A computational investigation

scientific article published on 01 September 2019

Comparing perceptual learning tasks: a review.

scientific article

Depth-dependent blur adaptation.

scientific article published in January 2004

Depth-dependent contrast gain-control

scientific article published on 01 March 2004

Developmental constraints aid the acquisition of binocular disparity sensitivities.

scientific article published in January 2003

Efficient data compression in perception and perceptual memory

scientific article published on 23 April 2020

Experience-dependent integration of texture and motion cues to depth.

scientific article published in December 1999

Experience-dependent visual cue integration based on consistencies between visual and haptic percepts.

scientific article published in February 2001

Experience-dependent visual cue recalibration based on discrepancies between visual and haptic percepts ⬇️

scientific article published on November 1, 2003

Factorial hidden Markov models and the generalized backfitting algorithm.

scientific article published in October 2002

From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach

scientific article published on 10 November 2015

Hierarchical Mixtures of Experts and the EM Algorithm

scientific article published in 1994

Hierarchical mixtures of experts and the EM algorithm

conference version of article, published in 1993

Integrated approaches to perceptual learning

scientific article published on 27 January 2010

Learning multisensory representations for auditory-visual transfer of sequence category knowledge: a probabilistic language of thought approach.

scientific article

Melioration as rational choice: sequential decision making in uncertain environments

scientific article

Methods For Combining Experts' Probability Assessments ⬇️

scientific article published on September 1, 1995

Modeling the combination of motion, stereo, and vergence angle cues to visual depth.

scientific article published in August 1999

Near-optimal human adaptive control across different noise environments

scientific article published on 01 October 2006

Parameter learning but not structure learning: a Bayesian network model of constraints on early perceptual learning.

scientific article

Perceptual learning for a pattern discrimination task.

scientific article

Properties of synergies arising from a theory of optimal motor behavior.

scientific article published in October 2006

Sphere 2 : Jerry's rig, an OpenGL application for non-linear panorama viewing and interaction

scientific article

The importance of constraints on constraints

scientific article published on 11 March 2020

Toward ecologically realistic theories in visual short-term memory research

scientific article published on October 2014

Visual learning in multisensory environments.

scientific article published on 4 November 2009

Visual learning with reliable and unreliable features.

scientific article

Visual shape perception as Bayesian inference of 3D object-centered shape representations.

scientific article published on 14 September 2017

List of works by Robert A. Jacobs

A Bayesian Approach to Model Selection in Hierarchical Mixtures-of-Experts Architectures

A developmental approach AIDS motor learning.

A probabilistic clustering theory of the organization of visual short-term memory.

A rational analysis of the acquisition of multisensory representations.

Adaptive Mixtures of Local Experts

Adaptive allocation of human visual working memory capacity during statistical and categorical learning

Adaptive allocation of vision under competing task demands.

Adaptive precision pooling of model neuron activities predicts the efficiency of human visual learning.

An ideal observer analysis of visual working memory.

Are people successful at learning sequences of actions on a perceptual matching task?

Bayesian inference for hierarchical mixtures-of-experts with applications to regression and classification.

Bayesian learning theory applied to human cognition

Bias/variance analyses of mixtures-of-experts architectures.

Can multisensory training aid visual learning? A computational investigation

Comparing perceptual learning tasks: a review.

Depth-dependent blur adaptation.

Depth-dependent contrast gain-control

Developmental constraints aid the acquisition of binocular disparity sensitivities.

Efficient data compression in perception and perceptual memory

Experience-dependent integration of texture and motion cues to depth.

Experience-dependent visual cue integration based on consistencies between visual and haptic percepts.

Experience-dependent visual cue recalibration based on discrepancies between visual and haptic percepts ⬇️

Factorial hidden Markov models and the generalized backfitting algorithm.

From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach

Hierarchical Mixtures of Experts and the EM Algorithm

Hierarchical mixtures of experts and the EM algorithm

Integrated approaches to perceptual learning

Learning multisensory representations for auditory-visual transfer of sequence category knowledge: a probabilistic language of thought approach.

Melioration as rational choice: sequential decision making in uncertain environments

Methods For Combining Experts' Probability Assessments ⬇️

Modeling the combination of motion, stereo, and vergence angle cues to visual depth.

Near-optimal human adaptive control across different noise environments

Parameter learning but not structure learning: a Bayesian network model of constraints on early perceptual learning.

Perceptual learning for a pattern discrimination task.

Properties of synergies arising from a theory of optimal motor behavior.

Sphere 2 : Jerry's rig, an OpenGL application for non-linear panorama viewing and interaction

The importance of constraints on constraints

Toward ecologically realistic theories in visual short-term memory research

Visual learning in multisensory environments.

Visual learning with reliable and unreliable features.

Visual shape perception as Bayesian inference of 3D object-centered shape representations.