activity
20172026
most citedPure entropic regularization for metrical task systems

10 citations · 17 across the 14 of their papers we have counts for

collaborators

22 papers

cs.DS2026

The -server conjecture is true

Christian Coester, Elias Koutsoupias, Marek Zbysiński

The -server conjecture states that a deterministic online algorithm can achieve competitive ratio on every metric space. We prove the conjecture. Specifically, we show that…

cs.CL2025★ 3 cited

Early science acceleration experiments with GPT-5

Sébastien Bubeck, Christian Coester, Ronen Eldan +11

AI models like GPT-5 are an increasingly valuable tool for scientists, but many remain unaware of the capabilities of frontier AI. We present a collection of short case studies in…

cs.DS2025

Online 3-Taxi on General Metrics

Christian Coester, Tze-Yang Poon

The online -taxi problem, introduced in 1990 by Fiat, Rabani and Ravid, is a generalization of the -server problem where taxis must serve a sequence of requests in a metr…

cs.DS2025

Smoothed Analysis of Online Metric Problems

Christian Coester, Jack Umenberger

We study three classical online problems -- -server, -taxi, and chasing size sets -- through a lens of smoothed analysis. Our setting allows request locations to be adver…

cs.DS2024

Learning-Augmented Priority Queues

Ziyad Benomar, Christian Coester

Priority queues are one of the most fundamental and widely used data structures in computer science. Their primary objective is to efficiently support the insertion of new elements…

cs.LG2023

Mixing predictions for online metric algorithms

Antonios Antoniadis, Christian Coester, Marek Eliáš +2

A major technique in learning-augmented online algorithms is combining multiple algorithms or predictors. Since the performance of each predictor may vary over time, it is desirabl…

cs.DS2022★ 2 cited

The Randomized -Server Conjecture is False!

Sébastien Bubeck, Christian Coester, Yuval Rabani

We prove a few new lower bounds on the randomized competitive ratio for the -server problem and other related problems, resolving some long-standing conjectures. In particular,…

cs.DS2022

Competitive Algorithms for Block-Aware Caching

Christian Coester, Roie Levin, Joseph +2

We study the block-aware caching problem, a generalization of classic caching in which fetching (or evicting) pages from the same block incurs the same cost as fetching (or evictin…

cs.DS2022

Shortest Paths without a Map, but with an Entropic Regularizer

Sébastien Bubeck, Christian Coester, Yuval Rabani

In a 1989 paper titled "shortest paths without a map", Papadimitriou and Yannakakis introduced an online model of searching in a weighted layered graph for a target node, while att…

cs.DS2021

Online metric allocation

Nikhil Bansal, Christian Coester

We introduce a natural online allocation problem that connects several of the most fundamental problems in online optimization. Let be an -point metric space. Consider a res…

cs.DS2021

Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds

Antonios Antoniadis, Christian Coester, Marek Eliáš +2

We study the online problem of minimizing power consumption in systems with multiple power-saving states. During idle periods of unknown lengths, an algorithm has to choose between…

cs.DS2021

Towards the k-server conjecture: A unifying potential, pushing the frontier to the circle

Christian Coester, Elias Koutsoupias

The -server conjecture, first posed by Manasse, McGeoch and Sleator in 1988, states that a -competitive deterministic algorithm for the -server problem exists. It is conje…

cs.DS2020

Online -Taxi via Double Coverage and Time-Reverse Primal-Dual

Niv Buchbinder, Christian Coester, Joseph +1

We consider the online -taxi problem, a generalization of the -server problem, in which servers are located in a metric space. A sequence of requests is revealed one by o…

cs.DS2020

Learning-Augmented Weighted Paging

Nikhil Bansal, Christian Coester, Ravi Kumar +2

We consider a natural semi-online model for weighted paging, where at any time the algorithm is given predictions, possibly with errors, about the next arrival of each page. The mo…

cs.DS2020

Metrical Service Systems with Transformations

Sébastien Bubeck, Niv Buchbinder, Christian Coester +1

We consider a generalization of the fundamental online metrical service systems (MSS) problem where the feasible region can be transformed between requests. In this problem, which…

cs.DS2020

Online metric algorithms with untrusted predictions

Antonios Antoniadis, Christian Coester, Marek Elias +2

Machine-learned predictors, although achieving very good results for inputs resembling training data, cannot possibly provide perfect predictions in all situations. Still, decision…

cs.DS2019

Unbounded lower bound for k-server against weak adversaries

Marcin Bienkowski, Jarosław Byrka, Christian Coester +1

We study the resource augmented version of the -server problem, also known as the -server problem against weak adversaries or the -server problem. In this setting, an…

cs.DS2019★ 10 cited

Pure entropic regularization for metrical task systems

Christian Coester, James R. Lee

We show that on every -point HST metric, there is a randomized online algorithm for metrical task systems (MTS) that is -competitive for service costs and -competi…

cs.DS2018

Better Bounds for Online Line Chasing

Marcin Bienkowski, Jarosław Byrka, Marek Chrobak +3

We study online competitive algorithms for the \emph{line chasing problem} in Euclidean spaces , where the input consists of an initial point and a sequence of line…

cs.DS2018★ 1 cited

The Online -Taxi Problem

Christian Coester, Elias Koutsoupias

We consider the online -taxi problem, a generalization of the -server problem, in which taxis serve a sequence of requests in a metric space. A request consists of two po…

cs.FL2018★ 1 cited

Streaming Rewriting Games: Winning Strategies and Complexity

Christian Coester, Thomas Schwentick, Martin Schuster

Context-free games on strings are two-player rewriting games based on a set of production rules and a regular target language. In each round, the first player selects a position of…

cs.DS2017

The Infinite Server Problem

Christian Coester, Elias Koutsoupias, Philip Lazos

We study a variant of the -server problem, the infinite server problem, in which infinitely many servers reside initially at a particular point of the metric space and serve a s…