List of works by Christopher Ré

A Cloud-Based Metabolite and Chemical Prioritization System for the Biology/Disease-Driven Human Proteome Project

scientific article published on 21 August 2018

A Database Framework for Classifier Engineering

scientific article published on May 2015

A Kernel Theory of Modern Data Augmentation

scientific article published on 01 June 2019

A machine reading system for assembling synthetic paleontological databases

scientific article

A machine-compiled database of genome-wide association studies

scientific article published on 26 July 2019

A two-pronged progress in structured dense matrixvector multiplication

scientific article published on 01 January 2018

AMELIE speeds Mendelian diagnosis by matching patient phenotype and genotype to primary literature

scientific article published on 01 May 2020

Accelerated Stochastic Power Iteration

scientific article published on 01 January 2018

Association of Omics Features with Histopathology Patterns in Lung Adenocarcinoma.

scientific article published on 13 November 2017

Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care ⬇️

Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries ⬇️

scientific article published on 9 November 2015

Caffe con Troll: Shallow Ideas to Speed Up Deep Learning

scientific article published on 01 May 2015

Cardiac Imaging of Aortic Valve Area from 34,287 UK Biobank Participants Reveal Novel Genetic Associations and Shared Genetic Comorbidity with Multiple Disease Phenotypes

scientific article published on 30 October 2020

Classifying non-small cell lung cancer types and transcriptomic subtypes using convolutional neural networks

scientific article published on 01 May 2020

Cyclades: Conflict-free Asynchronous Machine Learning ⬇️

scientific article published in January 2016

Data Programming: Creating Large Training Sets, Quickly ⬇️

scientific article published in January 2016

Declarative Machine Learning Systems ⬇️

scientific article

DeepDive

scientific article

DeepDive: Declarative Knowledge Base Construction

scientific article published on 06 February 2016

Efficiently Modeling Long Sequences with Structured State Spaces ⬇️

scientific article published on 31 October 2021

EmptyHeaded: A Relational Engine for Graph Processing

scientific article published on June 2016

Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling

scientific article published on January 2016

Exploring the Utility of Developer Exhaust

scientific article published on 01 June 2018

Extracting Databases from Dark Data with DeepDive

scientific article

Feature selection in enterprise analytics

scientific article published in 2013

FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness ⬇️

Fonduer: Knowledge Base Construction from Richly Formatted Data.

scientific article published in June 2018

From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering ⬇️

scientific article published in November 2020

Gaussian Quadrature for Kernel Features ⬇️

scientific article published in January 2017

HiPPO: Recurrent Memory with Optimal Polynomial Projections ⬇️

scientific article published in November 2020

HoloClean

Hyperbolic Graph Convolutional Neural Networks ⬇️

scientific article published on 01 December 2019

Improvement in fast particle track reconstruction with robust statistics

Incremental Knowledge Base Construction Using DeepDive

scientific article published on July 2015

Inferring Generative Model Structure with Static Analysis ⬇️

scientific article published in January 2017

Large-scale extraction of gene interactions from full-text literature using DeepDive

scientific article

Learning Compressed Transforms with Low Displacement Rank ⬇️

article published in 2018

Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations

scientific article published on 01 June 2019

Learning the Structure of Generative Models without Labeled Data

scientific article published on 01 August 2017

Learning to Compose Domain-Specific Transformations for Data Augmentation ⬇️

scientific article published in December 2017

Low-Dimensional Hyperbolic Knowledge Graph Embeddings

Low-Precision Random Fourier Features for Memory-Constrained Kernel Approximation

scientific article published on 01 April 2019

Machine learning and deep analytics for biocomputing: call for better explainability.

scientific article published in January 2018

Medical device surveillance with electronic health records

scientific article published on 25 September 2019

Mindtagger: A Demonstration of Data Labeling in Knowledge Base Construction

scientific article

Multi-Resolution Weak Supervision for Sequential Data ⬇️

No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems ⬇️

scientific article published in November 2020

On the Downstream Performance of Compressed Word Embeddings ⬇️

scientific article published on 01 December 2019

Parallel Feature Selection Inspired by Group Testing ⬇️

scientific article published in January 2014

Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features

scientific article published on 16 August 2016

Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width ⬇️

scientific article

Representation Tradeoffs for Hyperbolic Embeddings

scientific article published on 01 January 2018

Scan Order in Gibbs Sampling: Models in Which it Matters and Bounds on How Much ⬇️

scientific article published on January 2016

Scene Graph Prediction with Limited Labels

scientific article published on 01 October 2019

ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information

scientific article published on 01 August 2017

Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices ⬇️

Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices

scientific article published on 01 December 2019

Snorkel MeTaL: Weak Supervision for Multi-Task Learning

scientific article published on 01 June 2018

Snorkel: Rapid Training Data Creation with Weak Supervision.

scientific article

Snorkel: rapid training data creation with weak supervision

scientific article published on 15 July 2019

Snuba: Automating Weak Supervision to Label Training Data

scientific article published on 01 November 2018

Sub-sampled Newton Methods with Non-uniform Sampling ⬇️

scientific article published in January 2016

Systematic Protein Prioritization for Targeted Proteomics Studies through Literature Mining

scientific article published on 15 March 2018

Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms ⬇️

scientific article published on December 2015

The Beckman report on database research

scientific article published in 2016

The Seattle Report on Database Research

The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility

scientific article

Training Classifiers with Natural Language Explanations.

scientific article published in July 2018

Training Complex Models with Multi-Task Weak Supervision

scientific article published on 01 January 2019

Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent

scientific article published in June 2017

Using Social Media to Measure Labor Market Flows ⬇️

scientific article published in March 2014

Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences

scientific article published on 15 July 2019

Weighted SGD for ℓ p Regression with Randomized Preconditioning

scientific article published on 01 January 2016

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