Dan Feldman

According to our database1, Dan Feldman authored at least 71 papers between 2006 and 2020.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Core-sets: An updated survey.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2020

Turning Big Data Into Tiny Data: Constant-Size Coresets for k-Means, PCA, and Projective Clustering.
SIAM J. Comput., 2020

Autonomous Toy Drone via Coresets for Pose Estimation.
Sensors, 2020

Secure k-ish Nearest Neighbors Classifier.
Proc. Priv. Enhancing Technol., 2020

Real-time EEG classification via coresets for BCI applications.
Eng. Appl. Artif. Intell., 2020

Deep Learning Meets Projective Clustering.
CoRR, 2020

Compressed Deep Networks: Goodbye SVD, Hello Robust Low-Rank Approximation.
CoRR, 2020

Data-Independent Structured Pruning of Neural Networks via Coresets.
CoRR, 2020

Coresets for Near-Convex Functions.
CoRR, 2020

Faster PAC Learning and Smaller Coresets via Smoothed Analysis.
CoRR, 2020

Sets Clustering.
CoRR, 2020

On Coresets for Support Vector Machines.
CoRR, 2020

Sparse Coresets for SVD on Infinite Streams.
CoRR, 2020

Sphere Fitting with Applications to Machine Tracking.
Algorithms, 2020

Deterministic Coresets for k-Means of Big Sparse Data †.
Algorithms, 2020

Tight Sensitivity Bounds For Smaller Coresets.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Data-Independent Neural Pruning via Coresets.
Proceedings of the 8th International Conference on Learning Representations, 2020

Provable Filter Pruning for Efficient Neural Networks.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Secure Data Retrieval on the Cloud: Homomorphic Encryption meets Coresets.
IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019

Position Estimation of Moving Objects: Practical Provable Approximation.
IEEE Robotics Autom. Lett., 2019

Introduction to Coresets: Accurate Coresets.
CoRR, 2019

SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks.
CoRR, 2019

On Activation Function Coresets for Network Pruning.
CoRR, 2019

Coresets for Gaussian Mixture Models of Any Shape.
CoRR, 2019

Provable Approximations for Constrained $\ell_p$ Regression.
CoRR, 2019

Finding Patterns in Signals Using Lossy Text Compression.
Algorithms, 2019

Deterministic Coresets for Stochastic Matrices with Applications to Scalable Sparse PageRank.
Proceedings of the Theory and Applications of Models of Computation, 2019

k-Means Clustering of Lines for Big Data.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Fast and Accurate Least-Mean-Squares Solvers.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds.
Proceedings of the 7th International Conference on Learning Representations, 2019

Streaming Coreset Constructions for M-Estimators.
Proceedings of the Approximation, 2019

2018
Quadcopter Tracks Quadcopter via Real-Time Shape Fitting.
IEEE Robotics Autom. Lett., 2018

Secure Search via Multi-Ring Fully Homomorphic Encryption.
IACR Cryptol. ePrint Arch., 2018

Minimizing Sum of Non-Convex but Piecewise log-Lipschitz Functions using Coresets.
CoRR, 2018

Coresets For Monotonic Functions with Applications to Deep Learning.
CoRR, 2018

Scalable Secure Computation of Statistical Functions with Applications to k-Nearest Neighbors.
CoRR, 2018

Secure Search on Encrypted Data via Multi-Ring Sketch.
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017
Training Gaussian Mixture Models at Scale via Coresets.
J. Mach. Learn. Res., 2017

Secure Search on the Cloud via Coresets and Sketches.
CoRR, 2017

Coresets for differentially private k-means clustering and applications to privacy in mobile sensor networks.
Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Coresets for Vector Summarization with Applications to Network Graphs.
Proceedings of the 34th International Conference on Machine Learning, 2017

Automatic alignment of geographic features in contemporary vector data and historical maps.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, 2017

2016
New Frameworks for Offline and Streaming Coreset Constructions.
CoRR, 2016

<i>k</i>-Means for Streaming and Distributed Big Sparse Data.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Dimensionality Reduction of Massive Sparse Datasets Using Coresets.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
iDiary: From GPS Signals to a Text- Searchable Diary.
ACM Trans. Sens. Networks, 2015

Low-cost and Faster Tracking Systems Using Core-sets for Pose-Estimation.
CoRR, 2015

k-Means for Streaming and Distributed Big Sparse Data.
CoRR, 2015

More Constraints, Smaller Coresets: Constrained Matrix Approximation of Sparse Big Data.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Fleye on the car: big data meets the internet of things.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Coresets for visual summarization with applications to loop closure.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014
Coresets for k-Segmentation of Streaming Data.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Visual precis generation using coresets.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Smallest enclosing ball for probabilistic data.
Proceedings of the 30th Annual Symposium on Computational Geometry, 2014

2013
Learning Big (Image) Data via Coresets for Dictionaries.
J. Math. Imaging Vis., 2013

Turning big data into tiny data: Constant-size coresets for <i>k</i>-means, PCA and projective clustering.
Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013

K-robots clustering of moving sensors using coresets.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
Data reduction for weighted and outlier-resistant clustering.
Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012

Trajectory clustering for motion prediction.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Communication coverage for independently moving robots.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

An effective coreset compression algorithm for large scale sensor networks.
Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

The single pixel GPS: learning big data signals from tiny coresets.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
A unified framework for approximating and clustering data.
Proceedings of the 43rd ACM Symposium on Theory of Computing, 2011

From High Definition Image to Low Space Optimization.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Scalable Training of Mixture Models via Coresets.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010
Coresets and Sketches for High Dimensional Subspace Approximation Problems.
Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete Algorithms, 2010

2009
Private coresets.
Proceedings of the 41st Annual ACM Symposium on Theory of Computing, 2009

2007
A PTAS for k-means clustering based on weak coresets.
Proceedings of the 23rd ACM Symposium on Computational Geometry, Gyeongju, 2007

Bi-criteria linear-time approximations for generalized k-mean/median/center.
Proceedings of the 23rd ACM Symposium on Computational Geometry, Gyeongju, 2007

2006
Coresets forWeighted Facilities and Their Applications.
Proceedings of the 47th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2006), 2006


  Loading...