Marc Langheinrich |

ERIS: Enhancing Privacy and Communication Efficiency in Serverless Federated Learning

Thu, 01 Jan 2026 00:00:00 +0000

Federated Concept-Based Models: Interpretable models with distributed supervision

Thu, 01 Jan 2026 00:00:00 +0000

Federated Learning with Energy-Based Structured Probabilistic Inference

Thu, 01 Jan 2026 00:00:00 +0000

Federated Learning with Profile Mapping under Distribution Shifts and Drifts

Thu, 01 Jan 2026 00:00:00 +0000

In-Context Symbolic Regression for Robustness-Improved Kolmogorov-Arnold Networks

Thu, 01 Jan 2026 00:00:00 +0000

Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation

Thu, 01 Jan 2026 00:00:00 +0000

Platform and Study Design for Adaptive EMA Using Smart Glasses to Monitor Affective States

Thu, 01 Jan 2026 00:00:00 +0000

The Power of 10: New Rules for the Digital World

Thu, 01 Jan 2026 00:00:00 +0000

Data from \"LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits\" (Version 1)

Mon, 01 Dec 2025 00:00:00 +0000

Data from \"LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits\" (Version 1)

Mon, 01 Dec 2025 00:00:00 +0000

PhD position: XAI-FinCrime

Mon, 20 Jan 2025 00:00:00 +0000

The People-Centered Computing Lab is looking for a PhD student in machine learning and explainable AI applied to financial crime detection.

Source: .

Postdoc position: XAI-FinCrime

Mon, 20 Jan 2025 00:00:00 +0000

The People-Centered Computing Lab is looking for a postdoctoral researcher in machine learning and explainable AI for financial crime detection and prevention.

Source: .

A Review of Methods for Unobtrusive Measurement of Work-Related Well-Being

Wed, 01 Jan 2025 00:00:00 +0000

A Survey on Federated Learning in Human Sensing

Wed, 01 Jan 2025 00:00:00 +0000

Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning

Wed, 01 Jan 2025 00:00:00 +0000

Counterfactual Concept Bottleneck Models

Wed, 01 Jan 2025 00:00:00 +0000

FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts

Wed, 01 Jan 2025 00:00:00 +0000

LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits

Wed, 01 Jan 2025 00:00:00 +0000

Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors

Wed, 01 Jan 2025 00:00:00 +0000

On the interplay of Explainability, Privacy and Predictive Performance with Explanation-assisted Model Extraction

Wed, 01 Jan 2025 00:00:00 +0000

On the Interplay of Explainability, Privacy and Predictive Performance with Explanation-assisted Model Extraction

Wed, 01 Jan 2025 00:00:00 +0000

Towards Transparent Reasoning: What Drives Faithfulness in Large Language Models?

Wed, 01 Jan 2025 00:00:00 +0000

AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model

Mon, 01 Jan 2024 00:00:00 +0000

AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model

Mon, 01 Jan 2024 00:00:00 +0000

Causal Concept Embedding Models: Beyond Causal Opacity in Deep Learning

Mon, 01 Jan 2024 00:00:00 +0000

Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models

Mon, 01 Jan 2024 00:00:00 +0000

Counterfactual Explanations for Clustering Models

Mon, 01 Jan 2024 00:00:00 +0000

Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability

Mon, 01 Jan 2024 00:00:00 +0000

Differential Privacy for Anomaly Detection: Analyzing the Trade-Off Between Privacy and Explainability

Mon, 01 Jan 2024 00:00:00 +0000

Evaluating Explanations Through LLMs: Beyond Traditional User Studies

Mon, 01 Jan 2024 00:00:00 +0000

Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning

Mon, 01 Jan 2024 00:00:00 +0000

Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning

Mon, 01 Jan 2024 00:00:00 +0000

FedMMA-HAR: Federated Learning for Human Activity Recognition With Missing Modalities Using Head-Worn Wearables

Mon, 01 Jan 2024 00:00:00 +0000

Generative Models for Counterfactual Explanations

Mon, 01 Jan 2024 00:00:00 +0000

How to Validate XAI in Longitudinal Studies?

Mon, 01 Jan 2024 00:00:00 +0000

Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors

Mon, 01 Jan 2024 00:00:00 +0000

A Federated Unsupervised Personalisation for Cognitive Workload Estimation

Sun, 01 Jan 2023 00:00:00 +0000

Exploring Transformer and Graph Convolutional Networks for Human Mobility Modeling

Sun, 01 Jan 2023 00:00:00 +0000

Federated Learning for Privacy-aware Cognitive Workload Estimation

Sun, 01 Jan 2023 00:00:00 +0000

GANs for Privacy-Aware Mobility Modeling

Sun, 01 Jan 2023 00:00:00 +0000

LAUREATE: A Dataset for Supporting Research in Affective Computing and Human Memory Augmentation

Sun, 01 Jan 2023 00:00:00 +0000

Prof. Silvia Santini’s contribution on La Regione

Mon, 21 Nov 2022 00:00:00 +0000

Professor Silvia Santini discussed how digital devices and apps are increasingly integrated into daily life and how this creates both concerns and opportunities for well-being.

Source: .

Our group members ranked among the world’s top 2% of scientists

Wed, 26 Oct 2022 00:00:00 +0000

Marc Langheinrich and Martin Gjoreski were included in Stanford University and Elsevier science-wide citation indicator lists for top scientists.

Source: .

Daniel Gatica-Perez presents Towards Increasing Diversity in Mobile Sensing Research

Tue, 18 Oct 2022 00:00:00 +0000

Professor Silvia Santini hosted Daniel Gatica-Perez from EPFL for a seminar on diversity and mobile sensing research.

Source: .

Prof. Marc Langheinrich’s contribution on La Regione

Mon, 21 Feb 2022 00:00:00 +0000

Professor Marc Langheinrich discussed digital privacy and the evolution of personal data handling in a feature with La Regione.

Source: .

Affect and Learning in the LAUREATE Dataset

Sat, 01 Jan 2022 00:00:00 +0000

BayCon: Model-agnostic Bayesian Counterfactual Generator

Sat, 01 Jan 2022 00:00:00 +0000

CONFIG.SYS

Sat, 01 Jan 2022 00:00:00 +0000

Exploring LAUREATE - the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research

Sat, 01 Jan 2022 00:00:00 +0000

Federated Learning for Privacy-Aware Human Mobility Modeling

Sat, 01 Jan 2022 00:00:00 +0000

Hello, Goodbye

Sat, 01 Jan 2022 00:00:00 +0000

Introduction of the LAUREATE dataset: the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research

Sat, 01 Jan 2022 00:00:00 +0000

Standing on the Platforms of Giants

Sat, 01 Jan 2022 00:00:00 +0000

Technobubble

Sat, 01 Jan 2022 00:00:00 +0000

Toward privacy-aware federated analytics of cohorts for smart mobility

Sat, 01 Jan 2022 00:00:00 +0000

Tutorial at the Neuroergonomics 2021 conference in Munich

Mon, 23 Aug 2021 00:00:00 +0000

Martin Gjoreski co-organized a tutorial on machine learning for cognitive load inference from physiological signals at Neuroergonomics 2021.

Source: .

A Longitudinal Study of Pervasive Display Personalisation

Fri, 01 Jan 2021 00:00:00 +0000

Dependence Day

Fri, 01 Jan 2021 00:00:00 +0000

Detecting Verbal and Non-Verbal Gestures Using Earables

Fri, 01 Jan 2021 00:00:00 +0000

Prepare for Impact!

Fri, 01 Jan 2021 00:00:00 +0000

The Internet of Thugs?

Fri, 01 Jan 2021 00:00:00 +0000

To FLoC or Not?

Fri, 01 Jan 2021 00:00:00 +0000

Designing for conflict: a design space for multi-viewer support in future display networks

Wed, 01 Jan 2020 00:00:00 +0000

Engineering Privacy by Design: Are engineers ready to live up to the challenge?

Wed, 01 Jan 2020 00:00:00 +0000

First Contact!

Wed, 01 Jan 2020 00:00:00 +0000

IoT '20 Companion: 10th International Conference on the Internet of Things Companion, Malmö Sweden, October 6-9, 2020

Wed, 01 Jan 2020 00:00:00 +0000

IoT '20: 10th International Conference on the Internet of Things, Malmö, Sweden, October 6-9, 2020

Wed, 01 Jan 2020 00:00:00 +0000

Is Privacy Regulation Slowing Down Research on Pervasive Computing?

Wed, 01 Jan 2020 00:00:00 +0000

Is There an App for That?

Wed, 01 Jan 2020 00:00:00 +0000

Long Live the IoT

Wed, 01 Jan 2020 00:00:00 +0000

The New Normal

Wed, 01 Jan 2020 00:00:00 +0000

A Plan B for Plan S?

Tue, 01 Jan 2019 00:00:00 +0000

Engineering Privacy by Design: Are engineers ready to live up to the challenge?

Tue, 01 Jan 2019 00:00:00 +0000

Inside the Organization: Why Privacy and Security Engineering Is a Challenge for Engineers

Tue, 01 Jan 2019 00:00:00 +0000

Let's Talk About the Weather

Tue, 01 Jan 2019 00:00:00 +0000

Movie+: Towards Exploring Social Effects of Emotional Fingerprints for Video Clips and Movies

Tue, 01 Jan 2019 00:00:00 +0000

Scheduling Content in Pervasive Display Systems

Tue, 01 Jan 2019 00:00:00 +0000

Securely Storing and Sharing Memory Cues in Memory Augmentation Systems: A Practical Approach

Tue, 01 Jan 2019 00:00:00 +0000

Sharing Economy Design Cards

Tue, 01 Jan 2019 00:00:00 +0000

The Internet of Data

Tue, 01 Jan 2019 00:00:00 +0000

The Paperless Magazine

Tue, 01 Jan 2019 00:00:00 +0000

Augmenting Humans

Mon, 01 Jan 2018 00:00:00 +0000

Augmenting Humans on the Slope: Two Electronic Devices That Enhance Safety and Decision Making

Mon, 01 Jan 2018 00:00:00 +0000

Augmenting Memory Recall in Work Meetings: Establishing a Quantifiable Baseline

Mon, 01 Jan 2018 00:00:00 +0000

Bibliometrics - Measuring Pervasive Computing's Impact

Mon, 01 Jan 2018 00:00:00 +0000

Co-creation and Risk-Taking - In Pursuit of New Technology for Human Augmentation: An Interview with Pranav Mistry

Mon, 01 Jan 2018 00:00:00 +0000

For the Benefit of Humanity

Mon, 01 Jan 2018 00:00:00 +0000

Got Change?

Mon, 01 Jan 2018 00:00:00 +0000

Memstone: a tangible interface for controlling capture and sharing of personal memories

Mon, 01 Jan 2018 00:00:00 +0000

Privacy in Mobile and Pervasive Computing

Mon, 01 Jan 2018 00:00:00 +0000

Roaming Objects: Encoding Digital Histories of Use into Shared Objects and Tools

Mon, 01 Jan 2018 00:00:00 +0000

Sharing physical objects using smart contracts

Mon, 01 Jan 2018 00:00:00 +0000

Supporting the design of sharing economy services: learning from technology-mediated sharing practices of both digital and physical artifacts

Mon, 01 Jan 2018 00:00:00 +0000

The Golden Age of Privacy?

Mon, 01 Jan 2018 00:00:00 +0000

Amplifying human cognition: bridging the cognitive gap between human and machine

Sun, 01 Jan 2017 00:00:00 +0000

Audience monitor: an open source tool for tracking audience mobility in front of pervasive displays

Sun, 01 Jan 2017 00:00:00 +0000

Augmenting skiers' peripheral perception

Sun, 01 Jan 2017 00:00:00 +0000

Can Less be More?: Contrasting Limited, Unlimited, and Automatic Picture Capture for Augmenting Memory Recall

Sun, 01 Jan 2017 00:00:00 +0000

From Travel Plans to Magic Wands: A Cross-Domain Study of Practices and Privacy Requirements for Sharing Emerging Types of Online Content

Sun, 01 Jan 2017 00:00:00 +0000

Proceedings of the 6th ACM International Symposium on Pervasive Displays, PerDis 2017, Lugano, Switzerland, June 7-9, 2017

Sun, 01 Jan 2017 00:00:00 +0000

Understanding the potential of human-machine crowdsourcing for weather data

Sun, 01 Jan 2017 00:00:00 +0000

A good balance of costs and benefits: convincing a university administration to support the installation of an interactive multi-application display system on campus

Fri, 01 Jan 2016 00:00:00 +0000

Collecting Shared Experiences through Lifelogging: Lessons Learned

Fri, 01 Jan 2016 00:00:00 +0000

Design and evaluation of a wearable AR system for sharing personalized content on ski resort maps

Fri, 01 Jan 2016 00:00:00 +0000

Measuring the effect of cued recall on work meetings

Fri, 01 Jan 2016 00:00:00 +0000

Mobile first?: understanding device usage practices in novel content sharing services

Fri, 01 Jan 2016 00:00:00 +0000

Multimedia Memory Cues for Augmenting Human Memory

Fri, 01 Jan 2016 00:00:00 +0000

Pervasive Displays [Guest editors' introduction]

Fri, 01 Jan 2016 00:00:00 +0000

Quantifying the Uncertainty of Next-Place Predictions

Fri, 01 Jan 2016 00:00:00 +0000

Remembering through lifelogging: A survey of human memory augmentation

Fri, 01 Jan 2016 00:00:00 +0000

s-Helmet: A Ski Helmet for Augmenting Peripheral Perception

Fri, 01 Jan 2016 00:00:00 +0000

Secure Personal Memory-Sharing with Co-located People and Places

Fri, 01 Jan 2016 00:00:00 +0000

SkiAR: Wearable Augmented Reality System for Sharing Personalized Content on Ski Resort Maps

Fri, 01 Jan 2016 00:00:00 +0000

Towards understanding digital sharing practices in outdoor sports

Fri, 01 Jan 2016 00:00:00 +0000

WeatherUSI: User-Based Weather Crowdsourcing on Public Displays

Fri, 01 Jan 2016 00:00:00 +0000

Digitally Enhanced Reality