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Tractable quasI-Newton non-smooth Optimization Methods for large scale Data Science – TRINOM-DS
Structured composite non-smooth optimization has proved to be extremely useful in data science, where a common trend is the deluge of large-scale multidimensional data, which drives the need for more
Exploring the Limits of Tractability – ELIT
The main goal of this project is to explore the limits of tractability of computational problems in the quest of complexity dichotomies, especially in domains that have been weakly explored so far in
Combinatorics of 3D Maps – 3DMaps
Combinatorial maps, which are graphs embedded on 2D surfaces (and which can be naturally related to triangulations of such surfaces), have been successfully studied in various domains of computer scie
F3CAS: Rethinking FPGA-Accelerated Computer Architecture Simulation for Data Storage Exploration – F3CAS
Modern high-performance mobile computing architectures spend more than 60% of the energy on data storage and movement. However, fundamental limitations in existing evaluation tools hinder the road to
In situ structure of actin polymerization and cell adhesion machineries by cryo-electron tomography – CryoAdhesome
Actin polymerization is vital for maintaining cell shape and integrity, establishing cell polarization, internalizing membrane vesicles and sensing environmental forces. During cell migration, lamelli
Unifying Theories for Multivariate Algorithms – UTMA
Studying the tractability of computational problems is a core challenge in theoretical computer science. A central question is when, why, and how computational problems can be solved efficiently. Towards answering this question, the theory of algorithms has offered powerful unifying results, called algorithmic meta-theorems (AMTs) that provide general mathematical conditions implying the automatic derivation of efficient algorithms.
MOBILITY AND CULTURAL CONTACT IN THE SHAPING OF SOUTHERN CALIFORNIA LANDSCAPES – MeSCAL
The California coast is a worldwide biodiversity hotspot with a long and rich history of prehistoric and colonial migration, contacts and peopling processes. However, little is still known about the r
Living in between: Strategies of adaptation and horizons of expectations in Ukraine and Moldova – LimSpaces
Living with uncertainty. Strategies of adaptation and horizons of expectations in Ukraine and Moldova
Augmented prediction and analysis of massive data for the identification of key parameters controlling internal aerodynamics (ALEKCIA) – ALEKCIA
Electrification of vehicles and improved efficiency of internal combustion engines (ICE) are the main levers to reduce greenhouse gas emissions. Recent studies indicate that in 2040 thermal cars sales
PREdicting Solar Activity using machine learning on heteroGEneous data – PRESAGE
PREdicting Solar Activity using machine learning on heteroGEneous data
