Highlights

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Universal mean field upper bound for the generalization gap of Deep Neural Networks

Pietro RotondoAMLD EPFL 2022
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Atmospheric Physics-Guided Machine Learning

Tom BeuclerAMLD EPFL 2022
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Meta-Learning for Fast Simulation of Multiple Calorimeter Responses

Dalila SalamaniAMLD EPFL 2022
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Panel Discussion: Law & Policy

Michael Veale, Paul Nemitz, Belén Arribas, Suzanne VergnolleAMLD EPFL 2022
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Panel Discussion: Economy & Finance

Sebastian Doerr, Daniel Schnurr, Jon Frost, Ilja Kantorovitch, Roxana Mihet, Mehmet ToralAMLD EPFL 2022
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Recent Advances in Electricity Price Forecasting: A 2022 Perspective

Rafał WeronAMLD EPFL 2022
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Photovoltaic Power Generation Nowcasting: Cloud Type Classification Forecast through Satellite Data and Imagery

Emanuele Giovanni Carlo OgliariAMLD EPFL 2022
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An Interpretable Probabilistic Model for Short-Term Solar Power Forecasting using Natural Gradient Boosting

Georgios MitrentsisAMLD EPFL 2022
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Spatio-Temporal Graph Neural Networks for Multi-Site PV Power Forecasting

Jelena SimeunovićAMLD EPFL 2022
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Panel Discussion: PV Forecasting

Jelena Simeunović, Georgios Mitrentsis, Emanuele Giovanni Carlo Ogliari, Emanuele FabbianiAMLD EPFL 2022
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Advanced Cable & Asset Analytics

Josef KamleitnerAMLD EPFL 2022
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ML as a Foundation for Pay-as-you-Save Models for Buildings’ Energy Efficiency

Max CarrelAMLD EPFL 2022
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How we Built a Global Electricity Data Platform for Real-Time Grid Emissions and Forecasting

Pierre SegonneAMLD EPFL 2022
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Panel Discussion: AI & Sustainable Energy in Startups

Pierre Segonne, Max Carrel, Emanuele FabbianiAMLD EPFL 2022
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Real-Time Distribution System State Estimation with Asynchronous Measurements

Guido CavraroAMLD EPFL 2022
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The Advanced Analytics Development and Dissamination in an Italian Life Company

Alice GueriniAMLD EPFL 2022
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Powering the Energy Transition with Data and AI

Mihir SarkarAMLD EPFL 2022
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Predictive Network Maintenance for Mobile Services

Imen Grida Ben YahiaAMLD EPFL 2022
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From 1 day to 1 hour for Cell Tower Inspection

Daniel López Sánchez, Andrea DottiAMLD EPFL 2022
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Creating a New Super Tuner for Mobile Networks using ML

Jules Triomphe, Pavle BelanovicAMLD EPFL 2022
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AI that Humanizes Customer Service

Biljana Makedonska - PanevaAMLD EPFL 2022
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Deep dive in Swisscom's Conversational AI Platform

Maxime DarçotAMLD EPFL 2022
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Optimal Transport Modeling of Population Dynamics: Applications in Single-Cell Biology

Charlotte BunneAMLD EPFL 2022
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Interpretable Embeddings from Molecular Simulations using Gaussian Mixture Variational Autoencoders

Yasemin Bozkurt VarolgünesAMLD EPFL 2022

AMLD / Global partners