Publications associées à The One-Way Communication Complexity of Submodular Maximization with Applications to Streaming and Robustness

Publications associées (13)

Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild

Neural architectures tend to fit their data with relatively simple functions. This "simplicity bias" is widely regarded as key to their success. This paper explores the limits of this principle. Building on recent findings that the simplicity bias stems fr ...

IEEE2025

On-the-fly clustering for exascale molecular dynamics simulations

Jean-François Molinari

Computational resources have experienced exponential growth in the last decades enabling the simulation of complex physical problems at the cost of a massive increase in data storage. This is especially true for N-body simulations now reaching billions or ...

2025

Arrows of Time for Large Language Models

Clément Hongler, Vassilis Joseph Papadopoulos

We study the probabilistic modeling performed by Autoregressive Large Language Models (LLMs) through the angle of time directionality, addressing a question first raised in (Shannon, 1951). For large enough models, we empirically find a time asymmetry in t ...

ACM2024

TEACHING TECHNOLOGY AND POLITICS: FROM A LESS DESIRABLE TO A PREFERRED DIGITAL NATION

Verónica del Carmen Estrada Galiñanes

Digital nations are embedded in a globally connected civilization largely supported by centralized technology mostly designed with an exported ideology. Our aim is to transform education to enable the conditions for regional innovation and sustainability. ...

European Society for Engineering Education (SEFI)2024

Scale-out Systolic Arrays

Pascal Frossard, Babak Falsafi, Ahmet Caner Yüzügüler, Canberk Sönmez

Multi-pod systolic arrays are emerging as the architecture of choice in DNN inference accelerators. Despite their potential, designing multi-pod systolic arrays to maximize effective throughput/Watt-i.e., throughput/Watt adjusted when accounting for array ...

ASSOC COMPUTING MACHINERY2023

Reduced order modeling for parametrized generalized Newtonian fluid flows

Ricardo Reyes Sotomayor

Non-Newtonian fluids are present in most manufacturing industry processes. Computa-tional models used to describe the rheological behavior of such materials can be costly due to the non-linear behavior of the viscosity. This work presents a parametrized pr ...

2023

The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia

Alfio Quarteroni, Luca Dede', Stefano Pagani

Mechano-electric feedbacks (MEFs), which model how mechanical stimuli are transduced into electrical signals, have received sparse investigation by considering electromechanical simulations in simplified scenarios. In this paper, we study the effects of di ...

2022

Increasing occupant localization precision through identification of footstep-contact dynamics

Ian Smith, Slah Drira

Information regarding occupants inside buildings has the potential to improve security, energy management, and caregiving. Typical sensing approaches for occupant localization rely on mobile devices and cameras. These systems compromise privacy. Occupant l ...

2021

JPEG Fake Media: a Provenance-based Sustainable Approach to Secure and Trustworthy Media Annotation

Touradj Ebrahimi

Media assets shared via social media can rapidly spread, even if they do not present a true representation of reality. The assets might have been manipulated with photo editing software, artificially created using deep learning techniques or used out of co ...

SPIE-INT SOC OPTICAL ENGINEERING2021

Editorial: Data-Driven Cognitive Manufacturing-Applications in Predictive Maintenance and Zero Defect Manufacturing

Dimitrios Kyritsis

FRONTIERS MEDIA SA2021

Mechanical principles of engineering fibrous tissues with programmable shape

Erik Mailand

The form and structure of biological tissues define their function. The emergence of tissue morphology during development is one of the wonders of nature. Cells mechanically probe and manipulate their surroundings while constructing structures from the ext ...

EPFL2021

Changing Perspective as A Learning Mechanism

Pierre Dillenbourg, Elmira Yadollahi

One of the numerous approaches that increases the interaction quality between two people is having a proper understanding of the other person's perspective. In this doctoral thesis, we aim to understand children's perspective taking behavior, create a pers ...

ASSOC COMPUTING MACHINERY2020

Simulation Tool to Study High Performance Avionic for Active Debris Removal Missions

Jean-Paul Richard Kneib, Muriel Richard, Michaël Yannick Juillard

This paper describes the development of a simulation tool that allows to perform trade-offs of avionic architectures for future Active Debris Removal (ADR) space missions. ...

IEEE2019