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Personal Learning with Social Media
Related publications (120)
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Writing high-quality procedural texts is a challenging task for many learners. While example-based learning has shown promise as a feedback approach, a limitation arises when all learners receive the same content without considering their individual input ...
2024Chat2Code: A Chatbot for Model Specification and Code Generation, The Case of Smart Contracts
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Los Alamitos2023Arbitrary Decisions are a Hidden Cost of Differentially Private Training
Carmela González Troncoso, Bogdan Kulynych
Mechanisms used in privacy-preserving machine learning often aim to guarantee differential privacy (DP) during model training. Practical DP-ensuring training methods use randomization when fitting model parameters to privacy-sensitive data (e.g., adding Ga ...
New York2023Personalized Privacy-Preserving Distributed Learning on Heterogeneous Data
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2023Co-Designing a Teacher Tool for Visualizing Self-Regulated Learning Behaviors
Flipped classrooms, in which students engage with the materials before the class and use face-to-face time for more interactive and personalized learning activities, have become increasingly popular in recent years. While this approach has the potential to ...
2023Co-constructing an Effective, Sustainable and Scalable Primary School Computer Science Curricular Reform
Over the past few decades, the debates have shifted from whether to how Computer Science (CS) should be introduced into formal education. Given the diverse ways to introduce CS into formal education, and the struggles many countries have faced, considerabl ...
EPFL2023Sustainability and Ethicality are Peripheral to Students’ Software Design
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The conceptual design phase is a fascinating moment to observe how a design task is interpreted, as the (often implicit) relative importance students accord to the various requirements and constraints offers a window into the thinking underpinning their de ...
2023On the (In)security of Peer-to-Peer Decentralized Machine Learning
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IEEE COMPUTER SOC2023Modality-invariant Visual Odometry for Embodied Vision
Amir Roshan Zamir, Roman Christian Bachmann, Marius Reinhard Memmel
Effectively localizing an agent in a realistic, noisy setting is crucial for many embodied vision tasks. Visual Odometry (VO) is a practical substitute for unreliable GPS and compass sensors, especially in indoor environments. While SLAM-based methods show ...
Los Alamitos2023A Theory of Value for Service Ecosystems
In this thesis, we present a theory of value for the design and analysis of service ecosystems. The theory is based on general systems thinking. The concept of a system is used for relating knowledge from different disciplines (such as software engineering ...
EPFL2022