Rasmus Pagh

Orcid: 0000-0002-1516-9306

Affiliations:
  • University of Copenhagen, Denmark
  • IT University of Copenhagen, Denmark (former)


According to our database1, Rasmus Pagh authored at least 151 papers between 1999 and 2024.

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Bibliography

2024
Aleph Filter: To Infinity in Constant Time.
Proc. VLDB Endow., July, 2024

PLAN: Variance-Aware Private Mean Estimation.
Proc. Priv. Enhancing Technol., 2024

Improved Counting under Continual Observation with Pure Differential Privacy.
CoRR, 2024

Faster Private Minimum Spanning Trees.
CoRR, 2024

Continual Counting with Gradual Privacy Expiration.
CoRR, 2024

Daisy Bloom Filters.
Proceedings of the 19th Scandinavian Symposium and Workshops on Algorithm Theory, 2024

Shannon meets Gray: Noise-robust, Low-sensitivity Codes with Applications in Differential Privacy.
Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

Profile Reconstruction from Private Sketches.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Optimal Non-Adaptive Cell Probe Dictionaries and Hashing.
Proceedings of the 51st International Colloquium on Automata, Languages, and Programming, 2024

2023
InfiniFilter: Expanding Filters to Infinity and Beyond.
Proc. ACM Manag. Data, 2023

Differentially Private Selection from Secure Distributed Computing.
IACR Cryptol. ePrint Arch., 2023

Optimal Non-Adaptive Cell Probe Dictionaries and Hashing.
CoRR, 2023

Simple Set Sketching.
Proceedings of the 2023 Symposium on Simplicity in Algorithms, 2023

A Smooth Binary Mechanism for Efficient Private Continual Observation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Pseudorandom Hashing for Space-bounded Computation with Applications in Streaming.
Proceedings of the 64th IEEE Annual Symposium on Foundations of Computer Science, 2023

2022
Sampling a Near Neighbor in High Dimensions - Who is the Fairest of Them All?
ACM Trans. Database Syst., 2022

Technical Perspective: Relative Error Streaming Quantiles.
SIGMOD Rec., 2022

Representing Sparse Vectors with Differential Privacy, Low Error, Optimal Space, and Fast Access.
J. Priv. Confidentiality, 2022

Sampling near neighbors in search for fairness.
Commun. ACM, 2022

Improved Utility Analysis of Private CountSketch.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

HyperLogLogLog: Cardinality Estimation With One Log More.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Infinitely Divisible Noise in the Low Privacy Regime.
Proceedings of the International Conference on Algorithmic Learning Theory, 29 March, 2022

DEANN: Speeding up Kernel-Density Estimation using Approximate Nearest Neighbor Search.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Fair near neighbor search via sampling.
SIGMOD Rec., 2021

Advances and Open Problems in Federated Learning.
Found. Trends Mach. Learn., 2021

2021 ACM PODS Alberto O. Mendelzon Test-of-Time Award.
Proceedings of the PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2021

CountSketches, Feature Hashing and the Median of Three.
Proceedings of the 38th International Conference on Machine Learning, 2021

Differentially Private Aggregation in the Shuffle Model: Almost Central Accuracy in Almost a Single Message.
Proceedings of the 38th International Conference on Machine Learning, 2021

Efficient Differentially Private F₀ Linear Sketching.
Proceedings of the 24th International Conference on Database Theory, 2021

On the Power of Multiple Anonymous Messages: Frequency Estimation and Selection in the Shuffle Model of Differential Privacy.
Proceedings of the Advances in Cryptology - EUROCRYPT 2021, 2021

Differentially Private Sparse Vectors with Low Error, Optimal Space, and Fast Access.
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020
Space-Efficient Feature Maps for String Alignment Kernels.
Data Sci. Eng., 2020

WOR and p's: Sketches for 𝓁<sub>p</sub>-Sampling Without Replacement.
CoRR, 2020

On the I/O complexity of the k-nearest neighbor problem.
CoRR, 2020

Efficient Differentially Private F<sub>0</sub> Linear Sketching.
CoRR, 2020

Oblivious Sketching of High-Degree Polynomial Kernels.
Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms, 2020

Confirmation Sampling for Exact Nearest Neighbor Search.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

On the I/O Complexity of the k-Nearest Neighbors Problem.
Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2020

Fair Near Neighbor Search: Independent Range Sampling in High Dimensions.
Proceedings of the 39th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2020

WOR and <i>p</i>'s: Sketches for ℓ<sub>p</sub>-Sampling Without Replacement.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Private Counting from Anonymous Messages: Near-Optimal Accuracy with Vanishing Communication Overhead.
Proceedings of the 37th International Conference on Machine Learning, 2020

Composable Sketches for Functions of Frequencies: Beyond the Worst Case.
Proceedings of the 37th International Conference on Machine Learning, 2020

Pure Differentially Private Summation from Anonymous Messages.
Proceedings of the 1st Conference on Information-Theoretic Cryptography, 2020

The Space Complexity of Inner Product Filters.
Proceedings of the 23rd International Conference on Database Theory, 2020

Private Aggregation from Fewer Anonymous Messages.
Proceedings of the Advances in Cryptology - EUROCRYPT 2020, 2020

2019
Similarity Sketching.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

On the Power of Multiple Anonymous Messages.
IACR Cryptol. ePrint Arch., 2019

Advances and Open Problems in Federated Learning.
CoRR, 2019

Oblivious Sketching of High-Degree Polynomial Kernels.
CoRR, 2019

Private Heavy Hitters and Range Queries in the Shuffled Model.
CoRR, 2019

Scalable and Differentially Private Distributed Aggregation in the Shuffled Model.
CoRR, 2019

Hardness of Bichromatic Closest Pair with Jaccard Similarity.
Proceedings of the 27th Annual European Symposium on Algorithms, 2019

PUFFINN: Parameterless and Universally Fast FInding of Nearest Neighbors.
Proceedings of the 27th Annual European Symposium on Algorithms, 2019

2018
Enumerating Trillion Subgraphs On Distributed Systems.
ACM Trans. Knowl. Discov. Data, 2018

CoveringLSH: Locality-Sensitive Hashing without False Negatives.
ACM Trans. Algorithms, 2018

Simple multi-party set reconciliation.
Distributed Comput., 2018

Scalable Alignment Kernels via Space-Efficient Feature Maps.
CoRR, 2018

Set Similarity Search for Skewed Data.
Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2018

Distance-Sensitive Hashing.
Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2018

Scalable and Robust Set Similarity Join.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Approximate furthest neighbor with application to annulus query.
Inf. Syst., 2017

Theory and Applications of Hashing (Dagstuhl Seminar 17181).
Dagstuhl Reports, 2017

I/O-Efficient Similarity Join.
Algorithmica, 2017

Efficiently Correcting Matrix Products.
Algorithmica, 2017

Set similarity search beyond MinHash.
Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing, 2017

Distance Sensitive Bloom Filters Without False Negatives.
Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, 2017

Parameter-free Locality Sensitive Hashing for Spherical Range Reporting.
Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, 2017

Hardness and Approximation of High-Dimensional Search Problems (Invited Talk).
Proceedings of the 42nd International Symposium on Mathematical Foundations of Computer Science, 2017

Range-Efficient Consistent Sampling and Locality-Sensitive Hashing for Polygons.
Proceedings of the 28th International Symposium on Algorithms and Computation, 2017

2016
Cuckoo Hashing.
Encyclopedia of Algorithms, 2016

High-dimensional Spherical Range Reporting by Output-Sensitive Multi-Probing LSH.
CoRR, 2016

Triangle Counting in Dynamic Graph Streams.
Algorithmica, 2016

Locality-sensitive Hashing without False Negatives.
Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms, 2016

On the Complexity of Inner Product Similarity Join.
Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2016

Scalability and Total Recall with Fast CoveringLSH.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Association Rule Mining using Maximum Entropy.
CoRR, 2015

From Independence to Expansion and Back Again.
Proceedings of the Forty-Seventh Annual ACM on Symposium on Theory of Computing, 2015

Approximate Range Emptiness in Constant Time and Optimal Space.
Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms, 2015

Approximate Furthest Neighbor in High Dimensions.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Large-Scale Similarity Joins With Guarantees (Invited Talk).
Proceedings of the 18th International Conference on Database Theory, 2015

2014
Cache-Oblivious Hashing.
Algorithmica, 2014

Thresholds for Extreme Orientability.
Algorithmica, 2014

Better Size Estimation for Sparse Matrix Products.
Algorithmica, 2014

Efficient estimation for high similarities using odd sketches.
Proceedings of the 23rd International World Wide Web Conference, 2014

Triangle Counting in Dynamic Graph Streams.
Proceedings of the Algorithm Theory - SWAT 2014, 2014

Consistent Subset Sampling.
Proceedings of the Algorithm Theory - SWAT 2014, 2014

Is min-wise hashing optimal for summarizing set intersection?
Proceedings of the 33rd ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2014

The input/output complexity of triangle enumeration.
Proceedings of the 33rd ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2014

Listing Triangles.
Proceedings of the Automata, Languages, and Programming - 41st International Colloquium, 2014

Generating k-Independent Variables in Constant Time.
Proceedings of the 55th IEEE Annual Symposium on Foundations of Computer Science, 2014

The Input/Output Complexity of Sparse Matrix Multiplication.
Proceedings of the Algorithms - ESA 2014, 2014

MapReduce Triangle Enumeration With Guarantees.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Compressed matrix multiplication.
ACM Trans. Comput. Theory, 2013

Practical perfect hashing in nearly optimal space.
Inf. Syst., 2013

On the streaming complexity of computing local clustering coefficients.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Fast and scalable polynomial kernels via explicit feature maps.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

How to Approximate a Set without Knowing Its Size in Advance.
Proceedings of the 54th Annual IEEE Symposium on Foundations of Computer Science, 2013

On parallelizing matrix multiplication by the column-row method.
Proceedings of the 15th Meeting on Algorithm Engineering and Experiments, 2013

2012
Finding associations and computing similarity via biased pair sampling.
Knowl. Inf. Syst., 2012

Colorful triangle counting and a MapReduce implementation.
Inf. Process. Lett., 2012

I/O-efficient data structures for colored range and prefix reporting.
Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012

A near-linear time approximation algorithm for angle-based outlier detection in high-dimensional data.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011
Linear Probing with 5-wise Independence.
SIAM Rev., 2011

Theory and practice of monotone minimal perfect hashing.
ACM J. Exp. Algorithmics, 2011

A New Data Layout for Set Intersection on GPUs.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Frequent Pairs in Data Streams: Exploiting Parallelism and Skew.
Proceedings of the Data Mining Workshops (ICDMW), 2011

2010
On Finding Frequent Patterns in Directed Acyclic Graphs
CoRR, 2010

On Finding Similar Items in a Stream of Transactions.
Proceedings of the ICDMW 2010, 2010

On Finding Frequent Patterns in Event Sequences.
Proceedings of the ICDM 2010, 2010

Tight Thresholds for Cuckoo Hashing via XORSAT.
Proceedings of the Automata, Languages and Programming, 37th International Colloquium, 2010

Fast Prefix Search in Little Space, with Applications.
Proceedings of the Algorithms, 2010

2009
Linear Probing with Constant Independence.
SIAM J. Comput., 2009

Dispersing hash functions.
Random Struct. Algorithms, 2009

Monotone minimal perfect hashing: searching a sorted table with <i>O</i>(1) accesses.
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009

Secondary indexing in one dimension: beyond b-trees and bitmap indexes.
Proceedings of the Twenty-Eigth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2009

Faster join-projects and sparse matrix multiplications.
Proceedings of the Database Theory, 2009

Storing a Compressed Function with Constant Time Access.
Proceedings of the Algorithms, 2009

Theory and Practise of Monotone Minimal Perfect Hashing.
Proceedings of the Eleventh Workshop on Algorithm Engineering and Experiments, 2009

2008
Cuckoo Hashing.
Proceedings of the Encyclopedia of Algorithms - 2008 Edition, 2008

Uniform Hashing in Constant Time and Optimal Space.
SIAM J. Comput., 2008

Succinct Data Structures for Retrieval and Approximate Membership
CoRR, 2008

Optimality in External Memory Hashing.
Algorithmica, 2008

Succinct Data Structures for Retrieval and Approximate Membership (Extended Abstract).
Proceedings of the Automata, Languages and Programming, 35th International Colloquium, 2008

2007
Generic Global Constraints based on MDDs
CoRR, 2007

Perfect Hashing for Data Management Applications
CoRR, 2007

Simple and Space-Efficient Minimal Perfect Hash Functions.
Proceedings of the Algorithms and Data Structures, 10th International Workshop, 2007

Fast Evaluation of Union-Intersection Expressions.
Proceedings of the Algorithms and Computation, 18th International Symposium, 2007

2006
A Generic Global Constraint based on MDDs
CoRR, 2006

External String Sorting: Faster and Cache-Oblivious.
Proceedings of the STACS 2006, 2006

Deterministic load balancing and dictionaries in the parallel disk model.
Proceedings of the SPAA 2006: Proceedings of the 18th Annual ACM Symposium on Parallelism in Algorithms and Architectures, Cambridge, Massachusetts, USA, July 30, 2006

Scalable computation of acyclic joins.
Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2006

De Dictionariis Dynamicis Pauco Spatio Utentibus (<i>lat.</i> On Dynamic Dictionaries Using Little Space).
Proceedings of the LATIN 2006: Theoretical Informatics, 2006

2005
Space Efficient Hash Tables with Worst Case Constant Access Time.
Theory Comput. Syst., 2005

De Dictionariis Dynamicis Pauco Spatio Utentibus
CoRR, 2005

On dynamic range reporting in one dimension.
Proceedings of the 37th Annual ACM Symposium on Theory of Computing, 2005

An optimal Bloom filter replacement.
Proceedings of the Sixteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2005

2004
Cuckoo hashing.
J. Algorithms, 2004

On Adaptive Integer Sorting.
Proceedings of the Algorithms, 2004

2003
Uniform hashing in constant time and linear space.
Proceedings of the 35th Annual ACM Symposium on Theory of Computing, 2003

2002
Optimal time-space trade-offs for non-comparison-based sorting.
Proceedings of the Thirteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2002

One-Probe Search.
Proceedings of the Automata, Languages and Programming, 29th International Colloquium, 2002

Basic External Memory Data Structures.
Proceedings of the Algorithms for Memory Hierarchies, 2002

2001
Low Redundancy in Static Dictionaries with Constant Query Time.
SIAM J. Comput., 2001

Deterministic Dictionaries.
J. Algorithms, 2001

On the cell probe complexity of membership and perfect hashing.
Proceedings of the Proceedings on 33rd Annual ACM Symposium on Theory of Computing, 2001

Lossy Dictionaries.
Proceedings of the Algorithms, 2001

2000
A Trade-Off for Worst-Case Efficient Dictionaries.
Nord. J. Comput., 2000

A New Trade-Off for Deterministic Dictionaries.
Proceedings of the Algorithm Theory, 2000

Faster deterministic dictionaries.
Proceedings of the Eleventh Annual ACM-SIAM Symposium on Discrete Algorithms, 2000

1999
Hash and Displace: Efficient Evaluation of Minimal Perfect Hash Functions.
Proceedings of the Algorithms and Data Structures, 6th International Workshop, 1999

Low Redundancy in Static Dictionaries with O(1) Worst Case Lookup Time.
Proceedings of the Automata, 1999


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