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Utility Metrics Specifications. OpenIoT Deliverable D422

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Generative language models (LMs) have become omnipresent across data science. For a wide variety of tasks, inputs can be phrased as natural language prompts for an LM, from whose output the solution can then be extracted. LM performance has consistently be ...

Assoc Computing Machinery2024

Report and presentation for my bachelor's project ...

2023

Efficient Online Clustering with Moving Costs

Volkan Cevher, Efstratios Panteleimon Skoulakis

In this work we consider an online learning problem, called Online k-Clustering with Moving Costs, at which a learner maintains a set of k facilities over T rounds so as to minimize the connection cost of an adversarially selected sequence of clients. The ...

2023

This paper examines the minimization of the cost for an expected random production output, given an assembly of finished goods from two random inputs, matched in two categories. We describe the optimal input portfolio, first using the standard normal appro ...

2022

Spatial Layout Optimization. Guideline: Analysis

Yves Pedrazzini, Lesslie Astrid Herrera Quiroz

The main objective of this project is to generate guidance for settlement planning on the optimisation of spatial designs in terms of: zoning, densification/decongestion, morphology of the built environment and strategic planning of public open space. Simi ...

EPFL LASUR and GTH UNCHR2022

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Sustainable water management is a principal matter to ensure safety of waterways (Berga, 2016). In this framework, the correction of the Martigny bend is a priority measure of the 3rd Rhone River correction in Switzerland, which aims at increasing the floo ...

2022

Development of an encapsulation solution for suspended microchannel resonators

The goal of this project is to create a reliable process flow for the fabrication of a vacuum encapsulation for a resonator. This process shall be done in few steps and with standard processes from cleanroom. This encapsulation provides a wafer-level packa ...

2021

Seismic Retrofitting of Existing Steel Structures With Buckling Restrained Bracings

Ariele Forni

The objective of this project is the seismic retrofit of an existent steel structure with buckling restrained braces (BRBs), and the proposition of a possible heightening. The structure that will be analysed is the GC building on the EPFL campus, in Ecuble ...

2021

Monotonicity in the trip scheduling problem

Nikolaos Geroliminis, Raphael Ali Francis Lamotte

The equilibrium of the archetypal morning commute problem with alpha -,B - gamma preferences has been shown to be unstable with various rational adjustment mechanisms, under both continuous and discrete day-to-day dynamics. It is not clear however whether ...

PERGAMON-ELSEVIER SCIENCE LTD2021

Optimal Control Combining Emulation and Imitation to Acquire Physical Assistance Skills

Sylvain Calinon, Amirreza Razmjoo Fard, Teguh Santoso Lembono

paper studies exploiting action-level learning (imitation) in the optimal control problem context. Cost functions defined by the optimal control methods are similar to the goal-level learning (emulation) in animals. However, imitating the robot's or others ...

IEEE2021