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List of works by Jason Weston

A Unified Multitask Architecture for Predicting Local Protein Properties

scientific article published on March 26, 2012

A kernel method for multi-labelled classification

scientific article published in January 2002

A semantic matching energy function for learning with multi-relational data

scientific article published on 30 May 2013

A unified architecture for natural language processing: deep neural networks with multitask learning

scholarly article

A user's guide to support vector machines

scientific article published in January 2010

Breaking SVM Complexity with Cross-Training

scientific article published in January 2005

Cluster Kernels for Semi-Supervised Learning

scientific article published in January 2003

Combining classifiers for improved classification of proteins from sequence or structure

scientific article

Curriculum learning

scientific article published on 2009

Detecting Remote Evolutionary Relationships among Proteins by Large-Scale Semantic Embedding

scientific article (publication date: 27 January 2011)

Direct Maximization of Protein Identifications from Tandem Mass Spectra

scientific article published on November 3, 2011

End-To-End Memory Networks

Feature Selection for SVMs

Feature selection and transduction for prediction of molecular bioactivity for drug design

scientific article published on April 12, 2003

Gene Selection for Cancer Classification using Support Vector Machines

article

Identifying remote protein homologs by network propagation

scientific article

Improvements to the percolator algorithm for Peptide identification from shotgun proteomics data sets

scientific article

Inference with the Universum

Invariant Feature Extraction and Classification in Kernel Spaces

Kernel Dependency Estimation

scientific article published in January 2003

Label Embedding Trees for Large Multi-Class Tasks

scientific article published in January 2010

Large scale application of neural network based semantic role labeling for automated relation extraction from biomedical texts

scientific article

Large-scale Simple Question Answering with Memory Networks

scientific article published on 5 June 2015

Learning End-to-end Goal-oriented Dialog

scholarly article

Learning gene functional classifications from multiple data types

scientific article

Learning structured embeddings of knowledge bases

article

Learning to Find Pre-Images

scientific article published in January 2004

Learning with Local and Global Consistency

scientific article published in January 2004

Memory Networks

scholarly article

Mismatch String Kernels for SVM Protein Classification

scientific article published in January 2003

Mismatch string kernels for discriminative protein classification

scientific article published on 22 January 2004

Motif-based protein ranking by network propagation

scientific article published on 2 August 2005

Natural Language Processing (almost) from Scratch

Collobert et al. 2011

Polynomial Semantic Indexing

scientific article published in January 2009

Prediction on Spike Data Using Kernel Algorithms

scientific article published in January 2004

Protein ranking by semi-supervised network propagation

scientific article

Protein ranking: from local to global structure in the protein similarity network

scientific article

RANKPROP: a web server for protein remote homology detection

scientific article

Ranking on Data Manifolds

scientific article published in January 2004

Reading Wikipedia to Answer Open-Domain Questions

scientific article published 2017

SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition

scientific article

Semantic Frame Identification with Distributed Word Representations

Semi-supervised Protein Classification Using Cluster Kernels

scientific article published in January 2004

Semi-supervised learning for peptide identification from shotgun proteomics datasets.

scientific article

Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins

scientific article published on September 15, 2010

Semi-supervised protein classification using cluster kernels

scientific article published on 19 May 2005

Supervised Semantic Indexing

scientific article published on 17 April 2009

Support vector channel selection in BCI.

scientific article published in June 2004

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

paper introducing bAbI tasks

Tracking the World State with Recurrent Entity Networks

article introducing EntNet

Trading convexity for scalability

article published in 2006

Transductive Inference for Estimating Values of Functions

Translating Embeddings for Modeling Multi-relational Data

scientific article published in 2013

Vicinal Risk Minimization

scientific article published in January 2001

WSABIE: scaling up to large vocabulary image annotation

scientific article published in July 2011

Wizard of Wikipedia: Knowledge-Powered Conversational agents

scientific article published on 21 February 2019