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List of works by Alexander G. Gray

A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering

A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering

scholarly article

An Investigation of Practical Approximate Nearest Neighbor Algorithms

scientific article published in January 2005

Automatic Derivation of Statistical Algorithms: The EM Family and Beyond

scientific article published in January 2003

COMPUTER DETECTION APPROACHES FOR IDENTIFICATION OF PHASIC ELECTROMYOGRAPHIC (EMG) ACTIVITY DURING HUMAN SLEEP

scientific article published on 28 March 2012

Dual-Tree Fast Gauss Transforms

scientific article published in January 2006

Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method

Feasibility of detecting prostate cancer by ultraperformance liquid chromatography-mass spectrometry serum metabolomics.

scientific article published on 25 June 2014

Foundations of Reasoning with Uncertainty via Real-valued Logics

Highly-accurate metabolomic detection of early-stage ovarian cancer.

scientific article

Human-AI Collaboration in Data Science

scholarly article

Learning Protein Folding Energy Functions

scientific article published on December 2011

Leveraging Abstract Meaning Representation for Knowledge Base Question Answering

scholarly article

Leveraging Semantic Parsing for Relation Linking over Knowledge Bases

scientific article published in 2020

Linear-time Algorithms for Pairwise Statistical Problems

scientific article published in January 2009

Logical Neural Networks

Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL

scientific article published in January 2012

New Algorithms for Efficient High Dimensional Non-parametric Classification

scientific article published in January 2004

Ovarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines.

scientific article

QUIC-SVD: Fast SVD Using Cosine Trees

scientific article published in January 2009

Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions

scientific article published in January 2009

Rapid mass spectrometric metabolic profiling of blood sera detects ovarian cancer with high accuracy.

scientific article

SYGMA: System for Generalizable Modular Question Answering Over Knowledge Bases

scientific article

Submanifold density estimation

scientific article published in January 2009

Towards a Unification of Logic and Information Theory

Ultrafast Monte Carlo for Statistical Summations

scientific article published in January 2008

Which Space Partitioning Tree to Use for Search?

scientific article published in January 2013

`N-Body' Problems in Statistical Learning