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1algorithm - Nearest neighbors in high-dimensional data? - Stack Overflow
https://stackoverflow.com/questions/5751114/nearest-neighbors-in-high-dimensional-data
4 years ago by @becker
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paper:fastcor
approximate
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neighbor
paper:fastcorapproximatenearestsearchneighbor
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1GitHub - erikbern/ann-benchmarks: Benchmarks of approximate nearest neighbor libraries in Python
Benchmarks of approximate nearest neighbor libraries in Python - erikbern/ann-benchmarks
4 years ago by @becker
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approximate
benchmark
comparison
efficient
knn
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paper:fastcor
py
python
search
approximatebenchmarkcomparisonefficientknnnearestneighborpaper:fastcorpypythonsearch
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2Name-dropping approximate nearest neighbors in Python
https://github.com/scikit-learn/scikit-learn/issues/8996#issuecomment-322348678
4 years ago by @becker
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efficient
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approximateefficientknnnearestneighborspaper:fastcorpypythonsearch
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3Analyses of Deep Learning
Analyses of Deep Learning (STATS 385)
5 years ago by @kirk86
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approximate
bounds
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generalization
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approximateboundscoursedeep-learninggeneralizationnotesslidestheorywebsite
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1Graduate Algorithms
Graduate Algorithms, Spring 2001
5 years ago by @kirk86
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algorithmsapproximatecourselecturenoteswebsite
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1Metric Embeddings and Algorithmic Applications
Metric Embeddings and Algorithmic Applications 2006
5 years ago by @kirk86
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course
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approximatecoursegeometrylecturenoteswebsite
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3The Design of Approximation Algorithms
The Design of Approximation Algorithms
5 years ago by @kirk86
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algorithmsapproximatebookwebsite
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1Advanced Approximation Algorithms
Advanced Approximation Algorithms, Spring 2008
5 years ago by @kirk86
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1Approximation Algorithms Course
Approximation Algorithms Course
5 years ago by @kirk86
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1Stochastic Approximation
Stochastic Approximation Method, Robbins & Monro
5 years ago by @kirk86
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approximatenotesoptimizationreadingsslidesstochastictutorials
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1MIA-BayesBag-talk-2019
Bagged Posterior for Robust Inference
5 years ago by @kirk86
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bayesian
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1Variational Inference
Variational inference
5 years ago by @kirk86
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1EE 227C (Spring 2018) Convex Optimization and Approximation
EE227C (Spring 2018) Course page on Convex Optimization and Approximation
5 years ago by @kirk86
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1The Art of Approximation in Science and Engineering | MIT OpenCourseWare
The Art of Approximation in Science and Engineering | MIT OpenCourseWare
5 years ago by @kirk86
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complexity
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approximatebookcomplexitywebsite
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2Foundations of Deep Learning | Simons Institute for the Theory of Computing
https://simons.berkeley.edu/programs/dl2019
5 years ago by @kirk86
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approximate
deep-learning
machine-learning
mathematics
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approximatedeep-learningmachine-learningmathematicsprobabilitystablestatstheory
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1How Google Code Search Worked: Regex Matching with a Trigram Index (2012) | Hacker News
https://news.ycombinator.com/item?id=18582469
6 years ago by @bshanks
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approx
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1SiMul: An AlgorithmDriven Approximate Multiplier Design for Machine Learning
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8430625
6 years ago by @loroch
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1The Challenge of Multi-Operand Adders in CNNs on FPGAs
https://arxiv.org/pdf/1807.00217.pdf
6 years ago by @loroch
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approximate
architecture
deep_learning
approximatearchitecturedeep_learning
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1BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data
http://blinkdb.org/
8 years ago by @bshanks
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database
bigdata
approximation
stats
errobar
approximate
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random
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db
databasebigdataapproximationstatserrobarapproximatestochasticrandomquerydb
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1TRAPP Project
http://infolab.stanford.edu/trapp/
16 years ago by @flykeysky
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Performance
Precision
Replication
TRAPP
Tradeoff
approximate
caching
data
dsms
management
stream
system
PerformancePrecisionReplicationTRAPPTradeoffapproximatecachingdatadsmsmanagementstreamsystem
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publications (hide)181
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2Scalable Distributed Algorithm for Approximate Nearest Neighbor Search Problem in High Dimensional General Metric Spaces
Y. Malkov, A. Ponomarenko, A. Logvinov, and V. Krylov. Similarity Search and Applications, page 132--147. Berlin, Heidelberg, Springer Berlin Heidelberg, (2012)
a month ago by @jaeschke
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approximate
database
distance
hnsw
metric
nearest
neighbor
search
similarity
small
space
vector
world
approximatedatabasedistancehnswmetricnearestneighborsearchsimilaritysmallspacevectorworld
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2Online Quantization Adaptation for Fault-Tolerant Neural Network Inference
M. Beyer, J. Borrmann, A. Guntoro, and H. Blume. page 243--256. Springer International Publishing AG, (2023)
8 months ago by @fabcho
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Approximate
Automotive
Computing
Fault
Hardware
Network
Networks
Neural
Quantization
Tolerance
myown
ApproximateAutomotiveComputingFaultHardwareNetworkNetworksNeuralQuantizationTolerancemyown
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3Deep Sets
M. Zaheer, S. Kottur, S. Ravanbakhsh, B. Poczos, R. Salakhutdinov, and A. Smola. (2017)cite arxiv:1703.06114Comment: NIPS 2017.
11 months ago by @adulny
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ak-symbolic-numeric
approximate
deep-implicit-learning
deep-learning
deep-set
from:adulny
permutation
sem_ws23
sets
ak-symbolic-numericapproximatedeep-implicit-learningdeep-learningdeep-setfrom:adulnypermutationsem_ws23sets
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1ANN-benchmarks: A benchmarking tool for approximate nearest neighbor algorithms
M. Aumüller, E. Bernhardsson, and A. Faithfull. International Conference on Similarity Search and Applications, page 34--49. Springer, (2017)
3 years ago by @becker
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paper:fastcor
fastcor
ann
approximate
nearest
neighbor
neighbors
citedby:scholar:count:102
citedby:scholar:timestamp:2021-12-14
paper:fastcorfastcorannapproximatenearestneighborneighborscitedby:scholar:count:102citedby:scholar:timestamp:2021-12-14
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1Implementation on Quality of Control for Image Based Control Systems using Algorithmic Approximation
M. Jyothsna. International Journal of Trend in Scientific Research and Development, 5 (4): 11-15 (June 2021)
3 years ago by @ijtsrd
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Algorithms
Approximate
Computing
Control
Departure
Detection
Image
Image-Based
Lane
Optimization
of
the
AlgorithmsApproximateComputingControlDepartureDetectionImageImage-BasedLaneOptimizationofthe
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5Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
A. Andoni, and P. Indyk. 2006 47th annual IEEE symposium on foundations of computer science (FOCS'06), page 459--468. IEEE, (2006)
4 years ago by @becker
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approximate
hashing
locality
lsh
nearest
neighbor
nn
paper:fastcor
review
sensitive
survey
approximatehashinglocalitylshnearestneighbornnpaper:fastcorreviewsensitivesurvey
(0)
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2INTEGRATION OF DETAILED SPATIAL DATA IN THE CALCULATION AND GRAPHICAL PRESENTATION OF E AND B
B. CESTNIK, K. GRABNER, G. HROVAT, and A. KREGAR. (2013)
4 years ago by @ceps
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EMF
High
Line
Transmission
Voltage
analysis
approximate
calculation
corridor
data
detailed
location
micro
spatial
EMFHighLineTransmissionVoltageanalysisapproximatecalculationcorridordatadetailedlocationmicrospatial
(0)
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2INTEGRATION OF DETAILED SPATIAL DATA IN THE CALCULATION AND GRAPHICAL PRESENTATION OF E AND B
B. CESTNIK, K. GRABNER, G. HROVAT, and A. KREGAR. (2013)
4 years ago by @chkokalis
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EMF
analysis
approximate
calculation
corridor
data
detailed
high
lines
location
micro
spatial
transmission
voltage
EMFanalysisapproximatecalculationcorridordatadetailedhighlineslocationmicrospatialtransmissionvoltage
(0)
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1The frontier of simulation-based inference
K. Cranmer, J. Brehmer, and G. Louppe. (2020)
4 years ago by @kirk86
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approximate
bayesian
computation
readings
approximatebayesiancomputationreadings
(0)
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1Approximate Bayesian computation via the energy statistic
H. Nguyen, J. Arbel, H. Lü, and F. Forbes. IEEE Access, (2020)
4 years ago by @kirk86
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approximate
bayesian
computation
readings
approximatebayesiancomputationreadings
(0)
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1Universal approximation to nonlinear operators by neural networks with arbitrary activation functions and its application to dynamical systems
Tianping Chen, and Hong Chen. IEEE Transactions on Neural Networks, 6 (4): 911-917 (July 1995)
4 years ago by @kirk86
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approximate
deep-learning
readings
theory
approximatedeep-learningreadingstheory
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1Approximation Capabilities of Neural ODEs and Invertible Residual Networks
H. Zhang, X. Gao, J. Unterman, and T. Arodz. (2019)cite arxiv:1907.12998.
4 years ago by @kirk86
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approximate
graphs
inverse
physics
readings
approximategraphsinversephysicsreadings
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1Echo State Networks trained by Tikhonov least squares are L2(\mu) approximators of ergodic dynamical systems
A. Hart, J. Hook, and J. Dawes. (2020)cite arxiv:2005.06967Comment: 10 pages, 5 figures.
4 years ago by @kirk86
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approximate
optimization
regularisation
approximateoptimizationregularisation
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1Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation
M. Järvenpää, A. Vehtari, and P. Marttinen. (2019)cite arxiv:1910.06121.
4 years ago by @kirk86
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approximate
bayesian
computation
gaussian-proceses
simulations
uncertainty
approximatebayesiancomputationgaussian-procesessimulationsuncertainty
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1Hamiltonian Monte Carlo using an embedded Laplace approximation
C. Margossian, A. Vehtari, D. Simpson, and R. Agrawal. (2020)cite arxiv:2004.12550Comment: 16 pages, 12 figures.
4 years ago by @kirk86
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approximate
bayesian
geometry
mcmc
optimization
approximatebayesiangeometrymcmcoptimization
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2An approximate KLD based experimental design for models with intractable likelihoods
Z. Ao, and J. Li. (2020)cite arxiv:2004.00715Comment: To appear in AISTATS 2020.
5 years ago by @kirk86
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approximate
bayesian
divergences
information
uncertainty
approximatebayesiandivergencesinformationuncertainty
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3Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning
A. Bhattacharyya, S. Gayen, K. Meel, and N. Vinodchandran. (2020)cite arxiv:2002.05378Comment: 24 pages, 1 figure.
5 years ago by @kirk86
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approximate
distributed
learning
readings
stats
approximatedistributedlearningreadingsstats
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3On Contrastive Learning for Likelihood-free Inference
C. Durkan, I. Murray, and G. Papamakarios. (2020)cite arxiv:2002.03712.
5 years ago by @kirk86
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approximate
bayesian
approximatebayesian
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2Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem
V. Chatziafratis, S. Nagarajan, I. Panageas, and X. Wang. (2019)cite arxiv:1912.04378.
5 years ago by @kirk86
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deep-learning
generalization
approximatedeep-learninggeneralization
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5Variational Algorithms for Approximate Bayesian Inference
M. Beal. (2003)
5 years ago by @kirk86
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approximate
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thesis
variational
approximatebayesianthesisvariational
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