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Representation Learning for Natural Language Processing
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View Book →PQTable: Non-exhaustive Fast Search for Product-quantized Codes using Hash Tables
In this paper, we propose a product quantization table (PQTable); a fast search method for product-quantized codes via hash-tables. An identifier of each database vector is associated with the slot of...
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Fractional Graph Theory
A Rational Approach to the Theory of Graphs...
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Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2018
Selected Papers from the ICOSAHOM Conference, London, UK, July 9-13, 2018...
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Russia's Turn to the East
Domestic Policymaking and Regional Cooperation...
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Enhanced Living Environments
Algorithms, Architectures, Platforms, and Systems...
View Book →NASA Technical Reports Server (NTRS) 19920013230: A vector-product information retrieval system adap
Vector-product information retrieval (IR) systems produce retrieval results superior to all other searching methods but presently have no commercial implementations beyond the personal computer enviro...
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Fundamentals of Biomechanics
Equilibrium, Motion, and Deformation...
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Statistics with Julia
Fundamentals for Data Science, Machine Learning and Artificial Intelligence...
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Linear Selection Indices in Modern Plant Breeding
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Optimizing HPC Applications with Intel Cluster Tools
Hunting Petaflops...
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Quantum and Classical Strong Direct Product Theorems and Optimal Time-Space Tradeoffs
A strong direct product theorem says that if we want to compute k independent instances of a function, using less than k times the resources needed for one instance, then our overall success probabili...
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catherine_aylward_etip_blueprint.docx
CATHERINE Enforced Truth Inference Pipeline ETIP — Complete Project Blueprint "Truth is immutable. Truth is all there is. Seek it. Defend it. Revere it." In memory of Catherine Aylward This project ...
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Understanding Machine Learning
From Theory to Algorithms...
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Decoding from Pooled Data: Sharp Information-Theoretic Bounds
Consider a population consisting of n individuals, each of whom has one of d types (e.g. their blood type, in which case d=4). We are allowed to query this database by specifying a subset of the popul...
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Foundations of Machine Learning
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Polysemous codes
This paper considers the problem of approximate nearest neighbor search in the compressed domain. We introduce polysemous codes, which offer both the distance estimation quality of product quantizatio...
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Variant Construction from Theoretical Foundation to Applications
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View Book →Quantization based Fast Inner Product Search
We propose a quantization based approach for fast approximate Maximum Inner Product Search (MIPS). Each database vector is quantized in multiple subspaces via a set of codebooks, learned directly by m...
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Foundations of Quantum Theory
From Classical Concepts to Operator Algebras...
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Approximate Nearest Neighbor Search by Residual Vector Quantization.
This article is from Sensors (Basel, Switzerland) , volume 10 . Abstract A recently proposed product quantization method is efficient for large scale approximate nearest neighbor search, however, its ...
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Bayesian Methods in the Search for MH370
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Annotated Algorithms in Python
With applications in Physics, Biology, and Finance...
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USING RETRIEVAL-AUGMENTED GENERATION TO ELEVATE LOW-CODE DEVELOPER SKILLS
This article proposes applying retrieval-augmented generation (RAG) to improve the skills of low-code developers by augmenting large language models with up-to-date domain-specific knowledge. As low-c...
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Problems in Classical Electromagnetism
157 Exercises with Solutions...
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Programming for Computations - Python
A Gentle Introduction to Numerical Simulations with Python 3.6...
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Digital Video Concepts, Methods, and Metrics
Quality, Compression, Performance, and Power Trade-off Analysis...
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Efficient information retrieval model: overcoming challenges in search engines-an overview
Search engines play a vital role in information retrieval (IR) indexing and processing vast and diverse data, which now encompasses the ever-expanding wealth of multimedia content. However, search eng...
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Physical (A)Causality
Determinism, Randomness and Uncaused Events...
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Clinical Text Mining
Secondary Use of Electronic Patient Records...
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Ionospheric Multi-Spacecraft Analysis Tools
Approaches for Deriving Ionospheric Parameters...
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Algorithmic Graph Theory and Sage
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Data Parallel C++
Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL...
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CIA Reading Room cia-rdp88b00443r001103890056-2: ADVANCED CARTOGRAPHIC SUPPORT SYSTEM
nrnnr-r Approved For Release 2007/07/06: CIA-RDP88B00443RO01103890056-2 ? ? Uir I. PROJECT TITLE: Advanced Cartographic Support System Submitting Agency: CIA II. COSTS (in thousands): FY 1983 A. State...
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Spatial Thinking in Planning Practice
An Introduction to GIS...
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Error-Correction Coding and Decoding
Bounds, Codes, Decoders, Analysis and Applications...
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Health of People, Health of Planet and Our Responsibility
Climate Change, Air Pollution and Health...
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Solving PDEs in Python
The FEniCS Tutorial I...
View Book →A Novel Hybrid Classification Approach for Sentiment Analysis of Text Document
Sentiment analysis is a more popular area of highly active research in Automatic Language Processing. She assigns a negative or positive polarity to one or more entities using different natural langua...
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Finite Difference Computing with PDEs
A Modern Software Approach...
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Optimizing software in C++
An optimization guide for Windows, Linux and Mac platforms...
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Signal Computing
Digital Signals in the Software Domain...
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Analysis for Computer Scientists
Foundations, Methods, and Algorithms...
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Anisotropy Across Fields and Scales
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Software for Exascale Computing - SPPEXA 2016-2019
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VRFP: On-the-fly Video Retrieval using Web Images and Fast Fisher Vector Products
VRFP is a real-time video retrieval framework based on short text input queries, which obtains weakly labeled training images from the web after the query is known. The retrieved web images representi...
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Pro TBB
C++ Parallel Programming with Threading Building Blocks...
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Introduction to Data Science
Data Analysis and Prediction Algorithms with R...
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Efficient Learning Machines
Theories, Concepts, and Applications for Engineers and System Designers...
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International Symposium on Mathematics, Quantum Theory, and Cryptography
Proceedings of MQC 2019...
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Intelligent Human Computer Interaction
9th International Conference, IHCI 2017, Evry, France, December 11-13, 2017, Proceedings...
View Book →DTIC ADA401898: Portable High-Performance Indexing for Vector Product Format Spatial Databases
Geo-spatial databases have an overall performance problem because of their complexity and large size. For this reason, many researchers seek new ways to improve the overall performance of geo-spatial ...
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Biodiversity and Health in the Face of Climate Change
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Programming Computer Vision with Python
Tools and algorithms for analyzing images...
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Sensitivity Analysis: Matrix Methods in Demography and Ecology
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Interface Oral Health Science 2016
Innovative Research on Biosis–Abiosis Intelligent Interface...
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Intel Xeon Phi Coprocessor Architecture and Tools
The Guide for Application Developers...
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Inner Product Similarity Search using Compositional Codes
This paper addresses the nearest neighbor search problem under inner product similarity and introduces a compact code-based approach. The idea is to approximate a vector using the composition of sever...
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Ambisonics
A Practical 3D Audio Theory for Recording, Studio Production, Sound Reinforcement, and Virtual Reality...
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Bracket-Preserving property of Anchor Maps and Applications to Various Brackets
Let $E \rightarrow M$ be a smooth vector bundle with a bilinear product on $\Gamma(E)$ satisfying the Jacobi identity. Assuming only the existence of an anchor map $\mathfrak{a}$ we show that $\mathfr...
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Language Technologies for the Challenges of the Digital Age
27th International Conference, GSCL 2017, Berlin, Germany, September 13-14, 2017, Proceedings...
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Developing Graphics Frameworks with Python and OpenGL
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