Computer Science - Data Structures and Algorithms

RSS

Statistics Theory Outliers in Data Analysis: Understanding the Distinction

Learn about adversarial and heavy-tailed outliers in data analysis.

Yeshwanth Cherapanamjeri, Daniel Lee

2025-04-27T15:32:15+00:00 ― 7 min read

Latest Articles

Quantum Physics Quantum Algorithms: The Future of Decision-Making

Explore how quantum computing transforms tackling randomness and uncertainty in decision-making.

Caleb Rotello

2025-04-22T16:05:15+00:00 ― 7 min read

Machine Learning New Insights into Multi-Layer Transformers

Research reveals key limits and capabilities of multi-layer Transformers in language tasks.

Lijie Chen, Binghui Peng, Hongxun Wu

2025-04-22T06:52:30+00:00 ― 6 min read

Data Structures and Algorithms Finding Optimal Facility Locations: A Clear Approach

A new method for placing facilities to minimize client travel distance.

Zacharie Ales, Cristian Duran-Matelunaa, Sourour Elloumi

2025-04-20T22:59:40+00:00 ― 5 min read

Data Structures and Algorithms Mastering Large Data with Property Testing

Learn how property testing simplifies analyzing huge datasets efficiently.

Sourav Chakraborty, Eldar Fischer, Arijit Ghosh

2025-04-19T01:14:42+00:00 ― 5 min read

Data Structures and Algorithms Unlocking the Secrets of Matroids

Discover how matroids shape problem-solving in optimization and computer science.

Ilan Doron-Arad, Ariel Kulik, Hadas Shachnai

2025-04-18T23:38:24+00:00 ― 6 min read

Data Structures and Algorithms The Art of Min-Sum Clustering

Discover how min-sum clustering organizes data for better analysis.

Karthik C. S., Euiwoong Lee, Yuval Rabani

2025-04-15T18:36:00+00:00 ― 6 min read

Quantum Physics New Method Simplifies Quantum State Analysis

A fresh approach paves the way for better quantum state analysis with fewer resources.

Hongshun Yao, Yingjian Liu, Tengxiang Lin

2025-04-15T14:28:16+00:00 ― 7 min read

Data Structures and Algorithms Efficient Data Structures for Line Segments

A look at storing horizontal line segments for quick access and selection.

Philip Bille, Inge Li Gørtz, Simon R. Tarnow

2025-04-06T05:05:06+00:00 ― 6 min read

Data Structures and Algorithms Balancing Fairness in Clustering Techniques

Discover how fairness shapes data clustering methods for better outcomes.

Matthijs Ebbens, Nicole Funk, Jan Höckendorff

2025-04-06T01:52:30+00:00 ― 5 min read

Data Structures and Algorithms Mastering Data Streams with Robust Algorithms

Learn how adversarially robust algorithms manage data streams effectively.

David P. Woodruff, Samson Zhou

2025-04-04T23:23:33+00:00 ― 5 min read

Computational Geometry Connecting Communities: The Steiner Line Challenge

A look at the Euclidean Steiner Line Problem and its practical applications.

Simon Bartlmae, Paul J. Jünger, Elmar Langetepe

2025-03-31T01:25:30+00:00 ― 5 min read

Data Structures and Algorithms Fast Paths: Navigating Big Networks with Smart Algorithms

Discover how clever algorithms simplify finding quick routes in vast networks.

Michal Dory, Shaked Matar

2025-03-30T14:11:24+00:00 ― 6 min read

Combinatorics Navigating Unsplittable Multiflow Networks

Learn how unsplittable multiflows efficiently route demands in networks.

Mohammed Majthoub Almoghrabi, Martin Skutella, Philipp Warode

2025-03-28T18:14:30+00:00 ― 6 min read

Machine Learning The Role of Robustness in Algorithmic Statistics

Discover how robustness enhances data analysis in algorithmic statistics.

Gautam Kamath

2025-03-28T15:35:41+00:00 ― 6 min read

Data Structures and Algorithms Efficient Graph Matching: Connecting the Dots

Explore innovative methods for matching graphs efficiently across complex networks.

Shuwen Chai, Miklós Z. Rácz

2025-03-28T10:30:30+00:00 ― 6 min read

Data Structures and Algorithms The Art of Consistent Decision-Making

Discover the balance between making great choices and staying consistent.

Paul Dütting, Federico Fusco, Silvio Lattanzi

2025-03-28T05:25:19+00:00 ― 4 min read

Machine Learning Neural Operators: A Game Changer for PDEs

Neural operators offer new solutions for complex partial differential equations in science and engineering.

Xianliang Xu, Ye Li, Zhongyi Huang

2025-03-27T10:16:30+00:00 ― 7 min read

Quantum Physics Tensor Networks and the No-Free-Lunch Theorem: A Deep Dive

Explore the role of tensor networks in machine learning and their limitations.

Jing-Chuan Wu, Qi Ye, Dong-Ling Deng

2025-03-18T01:16:31+00:00 ― 7 min read

Cryptography and Security Balancing Data Privacy with Effective Analysis

A new method protects sensitive information while enabling useful data analysis.

Rayne Holland, Seyit Camtepe, Chandra Thapa

2025-03-17T22:50:42+00:00 ― 6 min read

Data Structures and Algorithms Accelerating Science: The Future of Sampling

Discover how parallel sampling methods transform data analysis in scientific research.

Huanjian Zhou, Masashi Sugiyama

2025-03-17T21:10:50+00:00 ― 6 min read

Data Structures and Algorithms The Quest for Diverse Solutions in SAT

Exploring the importance of finding varied solutions in Boolean Satisfiability.

Neeldhara Misra, Harshil Mittal, Ashutosh Rai

2025-03-17T14:49:12+00:00 ― 6 min read

Data Structures and Algorithms The Changing Landscape of Social Networks

Discover the dynamic nature of social connections through temporal graphs.

Tom Davot, Jessica Enright, Jayakrishnan Madathil

2025-03-16T23:34:21+00:00 ― 6 min read

Machine Learning Fairness in Data: A Balanced Approach

Exploring methods for fair machine learning through low-rank approximation and subset selection.

Zhao Song, Ali Vakilian, David P. Woodruff

2025-03-16T08:35:03+00:00 ― 5 min read

Data Structures and Algorithms The Challenge of Maximum Weight Independent Set

A look into MWIS and its real-world applications.

Ernestine Großmann, Kenneth Langedal, Christian Schulz

2025-03-15T20:17:15+00:00 ― 7 min read

Machine Learning Memory Management in Language Models: A New Perspective

Learn about efficient memory strategies in AI language models.

Minghui Liu, Tahseen Rabbani, Tony O'Halloran

2025-03-13T19:20:06+00:00 ― 5 min read

Data Structures and Algorithms Revamping Graph Querying with New Algorithms

Discover a faster way to handle Regular Path Queries in graph databases.

Georgiy Belyanin, Semyon Grigoriev

2025-03-11T22:23:42+00:00 ― 6 min read

Data Structures and Algorithms The Importance of Diversity in Information Retrieval

Enhancing user experience through effective information presentation.

Honglian Wang, Sijing Tu, Aristides Gionis

2025-03-08T18:57:36+00:00 ― 7 min read

Data Structures and Algorithms Mastering the Art of Scheduling

Discover strategies to optimize scheduling across various industries.

Andre Berger, Arman Rouhani, Marc Schroder

2025-03-08T04:30:54+00:00 ― 5 min read

Data Structures and Algorithms Revolutionizing Data Storage with New Compression Method

Learn about a new way to compress data efficiently.

Vasileios Alevizos, Nikitas Gerolimos, Sabrina Edralin

2025-03-06T09:58:57+00:00 ― 5 min read

Data Structures and Algorithms Understanding Bicliques: Connections in Graph Theory

Discover how bicliques help reveal hidden connections in networks and data.

George Manoussakis

2025-03-06T09:10:48+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing The Importance of Even-Cycle Detection in Networks

Learn why even-cycle detection is crucial for network efficiency.

Pierre Fraigniaud, Maël Luce, Frédéric Magniez

2025-03-06T03:33:45+00:00 ― 5 min read

Data Structures and Algorithms Mastering Warehouse Management: The Scheduling Challenge

Discover innovative solutions for efficient warehouse lot scheduling.

Danny Segev

2025-03-03T10:52:30+00:00 ― 7 min read

Data Structures and Algorithms The Quest for Top Eigenvectors in Data Streams

Discover how streaming algorithms find key information in large data sets.

Praneeth Kacham, David P. Woodruff

2025-03-02T23:19:30+00:00 ― 7 min read

Data Structures and Algorithms Small Decision Trees: A Big Impact

Learn how small decision trees improve data classification and decision-making.

Luca Pascal Staus, Christian Komusiewicz, Frank Sommer

2025-03-02T21:43:12+00:00 ― 6 min read

Data Structures and Algorithms Counting Butterflies: A New Way to Analyze Data Streams

A fresh approach to counting butterflies in streaming data improves accuracy and efficiency.

Lingkai Meng, Long Yuan, Xuemin Lin

2025-02-28T03:06:45+00:00 ― 5 min read

Computational Geometry Crossing Numbers: Navigating Graph Theory Challenges

Discover the fascinating world of crossing numbers in graph theory.

Thekla Hamm, Fabian Klute, Irene Parada

2025-02-25T03:41:24+00:00 ― 5 min read

Data Structures and Algorithms Dynamic Graphs: Balancing Stability and Approximation

A deep dive into dynamic graphs and algorithms for managing sets.

Mark de Berg, Arpan Sadhukhan, Frits Spieksma

2025-02-25T03:02:00+00:00 ― 6 min read

Cryptography and Security Safeguarding Privacy in Data Sampling

Discover how differential privacy protects personal data during analysis.

Albert Cheu, Debanuj Nayak

2025-02-24T00:17:27+00:00 ― 7 min read

Machine Learning Fair Clustering: Tackling Outliers for Equality

A new algorithm improves clustering fairness by removing outliers.

Binita Maity, Shrutimoy Das, Anirban Dasgupta

2025-02-22T12:41:10+00:00 ― 5 min read

Quantum Physics Quantum vs. Classical: The SAT Problem Showdown

A deep dive into quantum computing's performance on SAT problems compared to classical methods.

Martijn Brehm, Jordi Weggemans

2025-02-21T03:56:10+00:00 ― 5 min read