Lista de obras - Daphne Koller - Dominio Público Uruguay

3D segmentation of cell boundaries from whole cell cryogenic electron tomography volumes

artículo científico publicado en 2009

A Protein Domain-Based Interactome Network for C. elegans Early Embryogenesis

A complex-based reconstruction of the Saccharomyces cerevisiae interactome

artículo científico publicado en 2009

A module map showing conditional activity of expression modules in cancer

artículo científico publicado en 2004

A pluripotency signature predicts histologic transformation and influences survival in follicular lymphoma patients

artículo científico publicado en 2009

A protein domain-based interactome network for C. elegans early embryogenesis

artículo científico publicado en 2008

Active Classification based on Value of Classifier ⬇️

artículo científico publicado en 2011

Active Learning for Parameter Estimation in Bayesian Networks ⬇️

Activity motifs reveal principles of timing in transcriptional control of the yeast metabolic network

artículo científico publicado en 2008

Apoptosis and other immune biomarkers predict influenza vaccine responsiveness

artículo científico publicado en 2013

Apoptosis and other immune biomarkers predict influenza vaccine responsiveness

artículo científico publicado en 2013

Apoptosis and other immune biomarkers predict influenza vaccineresponsiveness.

artículo científico publicado en 2014

Approximate Learning of Dynamic Models ⬇️

Automated identification of pathways from quantitative genetic interaction data

artículo científico publicado en 2010

Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks

Cascaded Classification Models: Combining Models for Holistic Scene Understanding ⬇️

Causal signals between codon bias, mRNA structure, and the efficiency of translation and elongation

artículo científico publicado en 2014

Characterizing the genetic basis of transcriptome diversity through RNA-sequencing of 922 individuals

artículo científico publicado en 2014

Conservation and divergence in the transcriptional programs of the human and mouse immune systems

artículo científico publicado en 2013

Convergent antibody signatures in human dengue

artículo científico publicado en 2013

Correction: The Effects of Somatic Hypermutation on Neutralization and Binding in the PGT121 Family of Broadly Neutralizing HIV Antibodies.

artículo científico publicado en 2013

Correlation of preterm infant illness severity with placental histology

artículo científico publicado en 2016

Discovering Hidden Variables: A Structure-Based Approach ⬇️

Effects of aging, cytomegalovirus infection, and EBV infection on human B cell repertoires

artículo científico publicado en 2013

Efficient Structure Learning of Markov Networks using L_1-Regularization ⬇️

artículo científico publicado en 2007

From promoter sequence to expression

From signatures to models: understanding cancer using microarrays

artículo científico publicado en 2005

Functional organization of the S. cerevisiae phosphorylation network

artículo científico publicado en 2009

Genovo: De Novo Assembly for Metagenomes ⬇️

artículo científico publicado el 1 de marzo de 2011

High-resolution antibody dynamics of vaccine-induced immune responses

artículo científico publicado en 2014

Human responses to influenza vaccination show seroconversion signatures and convergent antibody rearrangements

artículo científico publicado en 2014

Identification of transcriptional regulators in the mouse immune system

artículo científico publicado en 2013

Identifying Protein-Protein Interaction Sites on a Genome-Wide Scale ⬇️

Identifying regulatory mechanisms using individual variation reveals key role for chromatin modification

artículo científico publicado en 2006

Imputing gene expression from selectively reduced probe sets

artículo científico publicado en 2012

InSite: a computational method for identifying protein-protein interaction binding sites on a proteome-wide scale

artículo científico publicado en 2007

Inferring Multidimensional Rates of Aging from Cross-Sectional Data

artículo científico publicado en 2019

Integration of Early Physiological Responses Predicts Later Illness Severity in Preterm Infants ⬇️

artículo científico publicado el 8 de septiembre de 2010

Learning a Small Mixture of Trees ⬇️

artículo científico publicado en 2009

Learning a prior on regulatory potential from eQTL data

artículo científico publicado en 2009

Learning associative Markov networks

Link Prediction in Relational Data ⬇️

artículo científico publicado en 2004

Max-Margin Markov Networks ⬇️

artículo científico publicado en 2004

Max-margin classification of incomplete data ⬇️

artículo científico publicado en 2007

Modeling how students learn to program

Multi-agent influence diagrams for representing and solving games

Multiagent Planning with Factored MDPs ⬇️

Normalizing RNA-sequencing data by modeling hidden covariates with prior knowledge

artículo científico publicado en 2013

Parameter Estimation and Energy Minimization for Region-Based Semantic Segmentation

artículo científico

Polarization of the effects of autoimmune and neurodegenerative risk alleles in leukocytes

artículo científico publicado en 2014

Policy Search via Density Estimation ⬇️

Probabilistic Abstraction Hierarchies ⬇️

Probabilistic discovery of overlapping cellular processes and their regulation

artículo científico publicado en 2005

Probabilistic discovery of overlapping cellular processes and their regulation

Probabilistic graphical models: principles and techniques

libro publicado en 2009

Probabilistic hierarchical clustering for biological data

Programming Pluralism: Using Learning Analytics to Detect Patterns in the Learning of Computer Programming

Region-based Segmentation and Object Detection ⬇️

artículo científico publicado en 2009

Reinforcement Learning Using Approximate Belief States ⬇️

scholarly article by Andres C. Rodriguez et al published 2000 in Advances in Neural Information Processing Systems 12

Self-Paced Learning for Latent Variable Models ⬇️

Sfp1 is a stress- and nutrient-sensitive regulator of ribosomal protein gene expression

artículo científico publicado en 2004

Shape-Based Object Localization for Descriptive Classification

Sharing and Specificity of Co-expression Networks across 35 Human Tissues

artículo científico publicado en 2015

Sharing and specificity of co-expression networks across 35 human tissues

Shifting Weights: Adapting Object Detectors from Image to Video ⬇️

artículo científico publicado en 2012

Systematic analysis of breast cancer morphology uncovers stromal features associated with survival

artículo científico publicado en 2011

Systematic analysis of genome-wide fitness data in yeast reveals novel gene function and drug action

artículo científico publicado en 2010

Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks ⬇️

artículo científico publicado en 2007

The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces ⬇️

artículo científico publicado en 2005

The Effects of Somatic Hypermutation on Neutralization and Binding in the PGT121 Family of Broadly Neutralizing HIV Antibodies

artículo científico publicado en 2013

The Online Revolution: Learning Without Limits

artículo científico publicado en 2024

The chemical genomic portrait of yeast: uncovering a phenotype for all genes

artículo científico publicado en 2008

The transcriptional landscape of αβ T cell differentiation

artículo científico publicado en 2013

Timing of gene expression responses to environmental changes

artículo científico publicado en 2009

Understanding tuberculosis epidemiology using structured statistical models

artículo científico publicado en 2004

Using Combinatorial Optimization within Max-Product Belief Propagation ⬇️

artículo científico publicado en 2007

Variation and genetic control of gene expression in primary immunocytes across inbred mouse strains

artículo científico publicado en 2014

Coursera

plataforma virtual de educación

Daphne Koller: Lo que estamos aprendiendo de la educación en línea

TEDGlobal 2012

Lista de obras de Daphne Koller

3D segmentation of cell boundaries from whole cell cryogenic electron tomography volumes

A Protein Domain-Based Interactome Network for C. elegans Early Embryogenesis

A complex-based reconstruction of the Saccharomyces cerevisiae interactome

A module map showing conditional activity of expression modules in cancer

A pluripotency signature predicts histologic transformation and influences survival in follicular lymphoma patients

A protein domain-based interactome network for C. elegans early embryogenesis

Active Classification based on Value of Classifier ⬇️

Active Learning for Parameter Estimation in Bayesian Networks ⬇️

Activity motifs reveal principles of timing in transcriptional control of the yeast metabolic network

Apoptosis and other immune biomarkers predict influenza vaccine responsiveness

Apoptosis and other immune biomarkers predict influenza vaccine responsiveness

Apoptosis and other immune biomarkers predict influenza vaccineresponsiveness.

Approximate Learning of Dynamic Models ⬇️

Automated identification of pathways from quantitative genetic interaction data

Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks

Cascaded Classification Models: Combining Models for Holistic Scene Understanding ⬇️

Causal signals between codon bias, mRNA structure, and the efficiency of translation and elongation

Characterizing the genetic basis of transcriptome diversity through RNA-sequencing of 922 individuals

Conservation and divergence in the transcriptional programs of the human and mouse immune systems

Convergent antibody signatures in human dengue

Correction: The Effects of Somatic Hypermutation on Neutralization and Binding in the PGT121 Family of Broadly Neutralizing HIV Antibodies.

Correlation of preterm infant illness severity with placental histology

Discovering Hidden Variables: A Structure-Based Approach ⬇️

Effects of aging, cytomegalovirus infection, and EBV infection on human B cell repertoires

Efficient Structure Learning of Markov Networks using L_1-Regularization ⬇️

From promoter sequence to expression

From signatures to models: understanding cancer using microarrays

Functional organization of the S. cerevisiae phosphorylation network

Genovo: De Novo Assembly for Metagenomes ⬇️

High-resolution antibody dynamics of vaccine-induced immune responses

Human responses to influenza vaccination show seroconversion signatures and convergent antibody rearrangements

Identification of transcriptional regulators in the mouse immune system

Identifying Protein-Protein Interaction Sites on a Genome-Wide Scale ⬇️

Identifying regulatory mechanisms using individual variation reveals key role for chromatin modification

Imputing gene expression from selectively reduced probe sets

InSite: a computational method for identifying protein-protein interaction binding sites on a proteome-wide scale

Inferring Multidimensional Rates of Aging from Cross-Sectional Data

Integration of Early Physiological Responses Predicts Later Illness Severity in Preterm Infants ⬇️

Learning a Small Mixture of Trees ⬇️

Learning a prior on regulatory potential from eQTL data

Learning associative Markov networks

Link Prediction in Relational Data ⬇️

Max-Margin Markov Networks ⬇️

Max-margin classification of incomplete data ⬇️

Modeling how students learn to program

Multi-agent influence diagrams for representing and solving games

Multiagent Planning with Factored MDPs ⬇️

Normalizing RNA-sequencing data by modeling hidden covariates with prior knowledge

Parameter Estimation and Energy Minimization for Region-Based Semantic Segmentation

Polarization of the effects of autoimmune and neurodegenerative risk alleles in leukocytes

Policy Search via Density Estimation ⬇️

Probabilistic Abstraction Hierarchies ⬇️

Probabilistic discovery of overlapping cellular processes and their regulation

Probabilistic discovery of overlapping cellular processes and their regulation

Probabilistic graphical models: principles and techniques

Probabilistic hierarchical clustering for biological data

Programming Pluralism: Using Learning Analytics to Detect Patterns in the Learning of Computer Programming

Region-based Segmentation and Object Detection ⬇️

Reinforcement Learning Using Approximate Belief States ⬇️

Self-Paced Learning for Latent Variable Models ⬇️

Sfp1 is a stress- and nutrient-sensitive regulator of ribosomal protein gene expression

Shape-Based Object Localization for Descriptive Classification

Sharing and Specificity of Co-expression Networks across 35 Human Tissues

Sharing and specificity of co-expression networks across 35 human tissues

Shifting Weights: Adapting Object Detectors from Image to Video ⬇️

Systematic analysis of breast cancer morphology uncovers stromal features associated with survival

Systematic analysis of genome-wide fitness data in yeast reveals novel gene function and drug action

Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks ⬇️

The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces ⬇️

The Effects of Somatic Hypermutation on Neutralization and Binding in the PGT121 Family of Broadly Neutralizing HIV Antibodies

The Online Revolution: Learning Without Limits

The chemical genomic portrait of yeast: uncovering a phenotype for all genes

The transcriptional landscape of αβ T cell differentiation

Timing of gene expression responses to environmental changes

Understanding tuberculosis epidemiology using structured statistical models

Using Combinatorial Optimization within Max-Product Belief Propagation ⬇️

Variation and genetic control of gene expression in primary immunocytes across inbred mouse strains

Coursera

Daphne Koller: Lo que estamos aprendiendo de la educación en línea