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Daily edition · Algorithms

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TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.

23 Oct 2026 edition

37 articles · 3 sources · 37 papers ·

Top topics: Algorithms · AI

Algorithms

Hardness and Approximation for Compressing Deterministic Finite Automata

arXiv:2610.31273v1 Announce Type: new Abstract: The delayed deterministic finite automaton ($\text{D}^2\text{FA}$) is a powerful tool for compressing the prohibitively large deterministic finite automata (DFAs) used in…

Source: arXiv cs.DS Philip Bille, Inge Li G{\o}rtz, Christoffer Krogh, Christian M{\o}ller Mikkelstrup
Algorithms

Coresets for $k$-Means: When Does Uniform Sampling Suffice?

arXiv:2610.31491v1 Announce Type: new Abstract: Data summarization techniques, such as coresets, are essential for scaling clustering algorithms to massive datasets. We study uniform sampling, which is an extremely…

Source: arXiv cs.DS Amir Carmel, Robert Krauthgamer
Algorithms

Optimal-Time Move Structure Construction

arXiv:2603.22147v4 Announce Type: replace Abstract: The move structure represents a permutation $\pi$ of $[0,n)$ by partitioning the domain into $O(r)$ disjoint, contiguously permuted intervals, with $r$ being the…

Source: arXiv cs.DS Nathaniel K. Brown, Ahsan Sanaullah, Shaojie Zhang, Ben Langmead
Algorithms AI

Truthful by Omission: Click Thinning for LLM-Native Advertising

arXiv:2610.30999v1 Announce Type: cross Abstract: Generative AI assistants are becoming an advertising medium, embedding sponsored content in their answers. This setting departs from classical position auctions in two…

Source: arXiv cs.DS Junhua Liu, Zhicheng Liang, Zejun Zhang, Langzhou He, Feng Qian
Algorithms

A Sharp Analysis of Fixed Offset Hash Tables

arXiv:2610.31363v1 Announce Type: new Abstract: We consider the class of open addressing hash tables that uses a fixed offset sequence $r_0,r_1,\ldots,r_{n-1}$ to find an open slot in the table. As special cases this…

Source: arXiv cs.DS Yuhao Guo, Seth Pettie, Chengzhang Wan
Algorithms

Efficient and Optimal Learning of Discrete Distributions with Person-Level Privacy

arXiv:2610.31612v1 Announce Type: cross Abstract: We study learning a discrete distribution under person-level differential privacy in the batched setting. Given $n$ users, each contributing $m$ i.i.d. samples from an…

Source: arXiv cs.DS Gautam Kamath, Mahbod Majid, Ankur Moitra, Argyris Mouzakis, Jonathan Ullman
Algorithms

Pipelining vs. Combining in Aggregation Tasks

arXiv:2610.31383v1 Announce Type: cross Abstract: We study the aggregation task (convergecast) in networks in the case that the values to be aggregated do not fit in a single message. We assume that every node starts…

Source: arXiv cs.DS Gabriel Marques Domingues, Claire Mathieu, Boaz Patt-Shamir
Algorithms

Fast Approximation Algorithms for Balanced Edge and Vertex Separators

arXiv:2603.15782v2 Announce Type: replace Abstract: We present a family of fast pseudo-approximation algorithms for the minimum balanced element cut problem in a graph, which includes vertex and edge separators. Given a…

Source: arXiv cs.DS Vladimir Kolmogorov, Jack Spalding-Jamieson
Algorithms

The Power of Flexible Budgets in Adwords

arXiv:2610.02479v2 Announce Type: replace Abstract: Search advertising platforms routinely spend beyond an advertiser's average daily budget on high-traffic days, so long as total spending over the month stays within…

Source: arXiv cs.DS Suho Kang, Rajan Udwani
Algorithms

Iterative Randomized Rounding for Better-Than-2 k-Median Approximation

arXiv:2610.31229v1 Announce Type: new Abstract: We study the classic $k$-median problem and refine the iterative rounding framework recently introduced by Byrka, Guo, Hu, Li, Wan, and Wang [FOCS'26], which yields a…

Source: arXiv cs.DS Jaros{\l}aw Byrka, Yuhao Guo, Yang Hu, Shi Li, Yongho Shin, Phanu Vajanopath, Chengzhang Wan, Zaixuan Wang
Algorithms

Fast and Compact Graph Cuts for the Boykov-Kolmogorov Algorithm

arXiv:2605.13402v2 Announce Type: replace-cross Abstract: Computing a minimum $s$-$t$ cut in a graph is a solution to a wide range of computer vision problems and is often done using the Boykov-Kolmogorov (BK)…

Source: arXiv cs.DS Christian M{\o}ller Mikkelstrup, Anders Bjorholm Dahl, Philip Bille, Vedrana Andersen Dahl, Inge Li G{\o}rtz

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