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Related lectures (32)

Differentiable Ranking and Sorting

Explores differentiable ranking and sorting techniques for machine learning applications.

Engineering the Future: Systems for Health, Security, Energy

Covers the engineering of systems for health, security, energy, and the environment.

Machine Learning and Artificial Intelligence: Karl

Covers information processing, systems making decisions, big data, and artificial intelligence.

Distributed Transactions: Consistency Spectrum

Explores the spectrum of consistency in distributed transactions, from strong to eventual consistency, and the trade-offs involved.

Systems of Linear Equations and Matrices

Covers the definition and solution of linear equations with real coefficients in 2D and 3D space.

Scientific Machine Learning: Optimal Errors

Explores optimal errors in high-dimensional models, comparing algorithms and shedding light on the interplay between model architecture and performance.

Designing the Object: Rereading History

Explores designing objects, reinterpreting history, and mediating between buildings.

Signals and Systems I: Symmetry Relations and Modulation

Explores symmetry relations, modulation, Fourier transform properties, and integration methods in signals and systems.

Gradient-Based Algorithms in High-Dimensional Learning

Provides insights on gradient-based algorithms, deep learning mysteries, and the challenges of non-convex problems.

Systems and Linear Equations: Introduction

Introduces systems and linear equations, defining lines and planes in 2D and 3D spaces.

Process Modeling: Thermodynamic Properties and Systems

Introduces process modeling and thermodynamic properties essential for analyzing energy systems.

EPFL Computer Science Overview

Covers EPFL's Computer Science School, faculty expertise, EDIC program requirements, and post-PhD career paths.

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