EDIC Affiliated labs & Research expertise ‒ EDIC ‐ EPFL

Research in the IC School spans a broad range of topics in Computer Science and Communications, including digital education, computer architecture, systems and networking, programming languages and verification, databases, cryptography, security and privacy, signal and image processing, algorithmic and information theory, artificial intelligence, machine learning and data science.

IC Faculty
Courtesy & EDIC Affiliated Faculty outside IC

IC Faculty


Faculty Abbé, Em m anuel	Lab Mathematical Data Science (IC/SB)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords probability, statistics, discrete mathematics, machine learning, information theory
Faculty Aberer, Karl	Lab Distributed Information Systems (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR DMIR	DE	DC	HCI	ICT	NLP NLP	OSNET	PLFM	S&P	SIP	Keywords data integration, World Wide Web, NLP application
Faculty Ailamaki, Anastasia	Lab Data-Intensive Applications and Systems (IC)	AIML	ATCS	CAIS	CG	CV	DMIR DMIR	DE	DC DC	HCI	ICT	NLP	OSNET OSNET	PLFM	S&P	SIP	Keywords real-time data analytics, data management systems, distributed systems, software-hardware co-design, parallel computing, rack-scale computing, modern hardware & accelerators (CPU, GPU, DPU, FPGA, CXL memory, computational storage/NIC), transactional systems, database theory, data approximations, stream processing systems
Faculty Argyraki, Katerina	Lab Network Architecture (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET OSNET	PLFM	S&P	SIP	Keywords network architecture, network debugging, denial of service, programmable routers
Faculty Bengio, Samy	Lab TBC (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords machine learning, deep learning, large language models, foundation models, reasoning, out of distribution generalization
Faculty Bosselut, Antoine	Lab Natural Language Processing (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP NLP	OSNET	PLFM	S&P	SIP	Keywords natural language processing, machine learning, knowledge representations, reasoning, alignment, LLMs, artificial intelligence
Faculty Boulic, Ronan	Lab Immersive Interaction (IC)	AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords experimental study of embodiment in VR, immersive interaction, human movement modelling, human posture optimization, real-time 3D interaction, motion capture, inverse kinematics, locomotion and steering control, expression of complex emotions
Faculty Bourgeat, Thomas	Lab Verification and Computer Architecture (IC)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET OSNET	PLFM PLFM	S&P S&P	SIP	Keywords computer architecture, processors and accelerators, formal verification, FPGA, microarchitectural side-channels
Faculty Brbic, Maria	Lab Machine learning for biomedicine (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords machine learning, deep learning, AI for science, computational biology
Faculty Bugnion, Edouard	Lab Data Center Systems (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET OSNET	PLFM	S&P	SIP	Keywords computer systems, data center infrastructure and networking, operating systems, virtualization
Faculty Bunne, Charlotte	Lab Artificial Intelligence in Molecular Medicine (IC/SV)	AIML AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords machine learning, deep learning, foundation models, personalized medicine, computational biology, control theory, optimal transport
Faculty Candea, George	Lab Dependable Systems (IC)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET OSNET	PLFM PLFM	S&P	SIP	Keywords system security, operating systems, distributed systems, embedded systems, software reliability, software verification and certification
Faculty Chiesa, Alessandro	Lab Laboratory for Computation Security (IC)	AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P S&P	SIP	Keywords cryptography, computational complexity theory, privacy, security, zero-knowledge proofs, delegation of computation, succinct arguments, property testing, blockchain technology
Faculty De Micheli, Giovanni	Lab Integrated Systems (IC/STI)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords micro-electronics, VLSI, embedded systems, CAD, nanotechnology, lab on chip
Faculty Dillenbourg, Pierre	Lab Computer-Human Interaction in Learning and Instruction (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE DE	DC	HCI HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords learning technologies, online education, MOOCs, human-computer interaction, collaborative learning (CSCL/CSCW), eye tracking, tangible interfaces, educational robotics
Faculty Falsafi, Babak	Lab Parallel Systems Architecture (IC)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR DMIR	DE	DC DC	HCI	ICT	NLP	OSNET OSNET	PLFM	S&P	SIP	Keywords computer architecture, technology-scalable datacenters, design for dark silicon, robust computer systems and performance evaluation, datacenter systems, AI systems
Faculty Faltings, Boi	Lab Artificial Intelligence (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP NLP	OSNET	PLFM	S&P	SIP	Keywords artificial intelligence, constraint programming, multi-agent systems, electronic commerce, computational game theory
Faculty Flammarion, Nicolas	Lab Theory of Machine Learning (IC)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords machine learning, optimization, statistics, algorithms, learning theory
Faculty Ford, Bryan	Lab Decentralized and Distributed Systems (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC DC	HCI	ICT	NLP	OSNET OSNET	PLFM PLFM	S&P S&P	SIP	Keywords decentralized systems, systems security, privacy, anonymity, democracy, blockchain
Faculty Fua, Pascal	Lab Computer Vision (IC)	AIML AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP SIP	Keywords computer vision, biomedical imaging, augmented reality
Faculty Gastpar, Michael	Lab Information in Networked Systems (IC)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP SIP	Keywords information theory, signal processing, machine learning
Faculty Gerstner, Wulfram	Lab Computational Neuroscience (IC/SV)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords computational neuroscience, models of biological systems, learning, spiking neuron models, spike-timing dependent plasticity
Faculty Göös, Mika	Lab Theory of Computation (IC)	AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords computational complexity theory, communication complexity, circuit complexity, proof complexity
Faculty Grossglauser, Matthias	Lab Information and Network Dynamics (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords machine learning, network science, stochastic models, discrete-choice theory
Faculty Guerraoui, Rachid	Lab Distributed Computing (IC)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC DC	HCI	ICT	NLP	OSNET	PLFM PLFM	S&P	SIP	Keywords distributed algorithms, secure distributed storage, transactional shared memory and distributed programming languages
Faculty Gulcehre, Caglar	Lab CLAIRE (IC)	AIML AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI	ICT	NLP NLP	OSNET	PLFM	S&P	SIP	Keywords Deep learning, deep reinforcement learning, RL from human feedback, machine learning, robotics, sequential decision making, natural language processing, intelligent agents, alignment, foundation models, frontier models, responsible AI, robustness
Faculty Hassanieh, Haitham	Lab Sensing and Networking Systems (IC)	AIML AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET OSNET	PLFM	S&P	SIP SIP	Keywords wireless networks, sensing systems, communications, signal procession, computer vision, radar, virtual RAN, algorithms
Faculty Hartley, Annie	Lab Intelligent Global Health & Humanitarian Response Technologies (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords
Faculty Ienne, Paolo	Lab Processor Architecture (IC)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords computer and processor architecture, FPGAs and reconfigurable computing, electronic design automation, computer arithmetic
Faculty Jaggi, Martin	Lab Machine Learning and Optimization (IC)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC DC	HCI	ICT	NLP NLP	OSNET	PLFM	S&P	SIP	Keywords machine learning, optimization, learning algorithms, systems for machine learning, text understanding
Faculty Jakob, Wenzel	Lab Realistic Graphics (IC)	AIML	ATCS	CAIS	CG CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords image synthesis, material appearance modeling, computer graphics
Faculty Kapralov, Michael	Lab Theory of Computation (IC)	AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords algorithm design, sublinear algorithms, sketching, streaming, sparse recovery
Faculty Käser, Tanja	Lab Machine Learning for Education Laboratory (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE DE	DC	HCI HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords digital education, educational data mining, student modeling, explainable AI, human-centered AI
Faculty Kashyap, Sanidhya	Lab Robust Scalable Systems Software (IC)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR DMIR	DE	DC	HCI	ICT	NLP	OSNET OSNET	PLFM	S&P S&P	SIP	Keywords operating systems, virtualization, file systems, parallel computing, software testing, fuzzing, distributed systems, computer architecture, data analytics
Faculty Kermarrec, Anne-Marie	Lab Scalable Computing Systems (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC DC	HCI	ICT	NLP	OSNET OSNET	PLFM	S&P S&P	SIP	Keywords large-scale distributed systems, epidemic algorithms, peer to peer networks and system support for machine learning
Faculty Koch, Christoph	Lab Data Analysis Theory and Applications (IC)	AIML	ATCS ATCS	CAIS	CG	CV	DMIR DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM PLFM	S&P	SIP	Keywords data analysis, data management, database systems, database theory, logic, computational complexity theory, programming language theory, computer algebra
Faculty Kuncak Viktor	Lab Automated Reasoning and Analysis (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM PLFM	S&P	SIP	Keywords formal verification, automated reasoning, programming languages
Faculty Lévêque, Olivier	Lab Information Theory (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords information theory, random matrices, stochastic calculus
Faculty Macris, Nicolas	Lab Communication Theory (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords coding, graphical models, statistical mechanics methods
Faculty Mondada, Francesco	Lab Mobile Robotic Systems (STI/IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE DE	DC	HCI HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords Design of miniature mobile robots for: animal-robot interaction, cross-fertilization between robotics and art, edutainment
Faculty Odersky, Martin	Lab Programming Methods (IC)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM PLFM	S&P	SIP	Keywords programming languages, programming methods, compiler construction, foundations of software, object-oriented programming, functional programming, Scala
Faculty Pauly, Mark	Lab Geometric Computing (IC)	AIML	ATCS	CAIS	CG CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords geometric computing, numerical optimization, computational design
Faculty Payer, Mathias	Lab HexHive (IC)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET OSNET	PLFM PLFM	S&P S&P	SIP	Keywords software security, system security, sanitization, software testing, fuzzing mitigation, fault isolation, compartmentalization
Faculty Pit-Claudel, Clément	Lab Systems and Formalisms (IC)	AIML	ATCS	CAIS CAIS	CG	CV	DMIR	DE	DC	HCI HCI	ICT	NLP	OSNET OSNET	PLFM PLFM	S&P S&P	SIP	Keywords domain-specific languages, compilers, formal verification, interactive theorem proving, automated reasoning, verified systems, hardware design languages, performance engineering, programming methodology and tools
Faculty Pu Faltings, Pearl	Lab Human Computer Interaction (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI HCI	ICT	NLP NLP	OSNET	PLFM	S&P	SIP	Keywords neural conversational agents, natural language interface, human computer interaction
Faculty Salath é , Marcel	Lab Digital Epidemiology (IC/SV)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords digital epidemiology, network analysis, machine learning, big data analytics, complex systems modeling
Faculty Salzmann, Mathieu	Lab Computer Vision (IC)	AIML AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords computer vision, deep learning, machine learning, AI for space applications.
Faculty Schrimpf, Martin	Lab NeuroAI (IC/SV)	AIML AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI	ICT	NLP NLP	OSNET	PLFM	S&P	SIP	Keywords neuroAI, computational neuroscience, deep learning, machine learning, computer vision, natural language processing, artificial intelligence, natural intelligence, human behavior, human brain, primate vision, human language, brain-machine-interfaces, startups
Faculty Shkel, Yanina	Lab Laboratory for Information in Networked Systems (IC)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P S&P	SIP SIP	Keywords information theory, theory of data compression, mathematical models for privacy and secrecy, fundamental limits of privacy-aware information processing systems, information-theoretic methods in cryptography
Faculty Süsstrunk, Sabine	Lab Image and Visual Representation (IC)	AIML AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI HCI	ICT	NLP	OSNET	PLFM	S&P	SIP SIP	Keywords computational photography, computational imaging, image processing, computer vision, machine learning, computational image quality and aesthetics
Faculty Svensson, Ola	Lab Theory of Computation (IC)	AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords approximation algorithms, combinatorial optimization, computational complexity and scheduling
Faculty Telatar, Emre	Lab Information Theory (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords information theory
Faculty Thiran, Patrick	Lab Information and Network Dynamics (IC)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords stochastic models, random networks, data-driven network science, wireless networks, network measurements, dynamical systems
Faculty Troncoso, Carmela	Lab Security and Privacy Engineering (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P S&P	SIP	Keywords privacy-preserving systems, quantifying private information, improving privacy properties in decentralized systems, anonymous communications, privacy-preserving cryptography, limits of trustworthy machine learning
Faculty Urbanke, Rüdiger	Lab Communication Theory (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords coding, communications, information theory, graphical models, methods of statistical physics applied to problems in communications and computer science
Faculty Vaudenay, Serge	Lab Security and Cryptography (IC)	AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P S&P	SIP	Keywords cryptographic analysis, design of cryptographic algorithms and protocols, lightweight cryptography, secure communication, wireless security, composability and setup assumptions, methodology and theory for cryptography, number theory and cryptography, automated security verification
Faculty Vetterli, Martin	Lab Audiovisual Communications (IC)	AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP SIP	Keywords theory of wavelets and their applications, signal processing for telecommunications, communication systems and multimedia, sensor networks
Faculty Vidick, Thomas	Lab Quantum Complexity and Cryptography (IC)	AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP	Keywords quantum complexity, quantum cryptography
Faculty West, Robert	Lab Data Science (IC)	AIML AIML	ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT	NLP NLP	OSNET	PLFM	S&P	SIP	Keywords natural language processing, artificial intelligence, computational social science, machine learning, data mining
Faculty Zamir, Amir	Lab Visual Intelligence and Learning (IC)	AIML AIML	ATCS	CAIS	CG	CV CV	DMIR	DE	DC	HCI	ICT	NLP	OSNET	PLFM	S&P	SIP SIP	Keywords computer vision, machine learning, perception-for-robotics, transfer/self-supervised/unsupervised learning, 3D vision, artificial intelligence
Faculty Zdeborova, Lenka	Lab Statistical Physics of Computation (IC/SB)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DMIR	DE	DC	HCI	ICT ICT	NLP	OSNET	PLFM	S&P	SIP SIP	Keywords statistical physics, machine learning, deep learning theory, theory of foundation models, statistical inference, high-dimensional statistics, graphical models, combinatorial optimization, signal processing theory

Artificial Intelligence & Machine Learning – AIML // Algorithms & Theoretical Computer Science – ATCS // Computer Architecture & Integrated Systems – CAIS // Computer Graphics – CG // Computer Vision – CV // Data Management & Information Retrieval – DMIR // Digital Education – DE // Distributed Computing – DC // Human-Computer Interaction – HCI // Information & Communication Theory – ICT // – Natural Language Processing – NLP //Operating Systems and Networks – OSNET // Programming Languages & Formal Methods – PLFM // Security & Privacy – S&P // Signal & Image Processing – SIP

Courtesy Appointments & EDIC Affiliated Faculty outside IC


Faculty Alahi, Alexandre	Lab Visual Intelligence for Transportation (ENAC)	AIML AIML	ATCS	CAIS	CG	CV CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP SIP	Keywords transportation & mobility, socially-aware artificial intelligence, computer vision, machine learning, deep learning, human-robot interaction, ambient intelligence
Faculty Boumal, Nicolas	Lab Continuous Optimization (SB)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords optimization, geometry, statistics, numerical analysis
Faculty Carleo, Giuseppe	Lab Computational Quantum Science (SB)	AIML AIML	ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords machine learning, many-body quantum physics, quantum computing, generative models, classical simulation of quantum algorithms
Faculty Cevher, Volkan	Lab Information and Inference Systems (STI)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT ICT	NLP NLP	PLFM	S&P	SIP SIP	Keywords machine learning, optimization, learning theory, reinforcement learning, foundation models, inference systems
Faculty Chizat, Lénaïc	Lab Dynamics Of Learning Algorithms (SB)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP SIP	Keywords continuous optimization, deep learning theory, optimal transport
Faculty Eisenbrand, Friedrich	Lab Discrete Optimization (SB)	AIML	ATCS ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords combinatorial optimization, computational geometry, complexity, approximation algorithms
Faculty Fink, Olga	Lab Intelligent Maintenance and Operations Systems (ENAC)	AIML AIML	ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords Domain adaptation and generalization, physics-informed machine learning, (physics-informed) graph neural networks, AI for engineering, Self-supervised learning
Faculty Frossard, Pascal	Lab Signal Processing (STI)	AIML AIML	ATCS	CAIS	CG	CV CV	DC	DE	DMIR	HCI	ICT	NLP NLP	PLFM	S&P	SIP SIP	Keywords graph signal processing, network machine learning, machine learning and data science, imaging, AI for Health, AI for Science, generative AI
Faculty Hongler, Clément	Lab Statistical Field (SB)	AIML AIML	ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords neural networks, learning theory, probability, mathematical physics, statistical mechanics
Faculty Kamgarpour, Maryam	Lab System Control and Multiagent Optimization Research (STI)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords stochastic optimization and control, multi-agent learning, reinforcement learning, online learning, mixed integer optimization
Faculty Kaplan, Frédéric	Lab Digital Humanities (CDH)	AIML AIML	ATCS	CAIS	CG	CV CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords digital humanities, big data, models of language acquisition and evolution, innovative Interfaces, artificial intelligence, robotics, developmental systems, intrinsic motivation, multi-agent system, joint attention, gesture interaction
Faculty Kiyavash, Negar	Lab Business Analytics (CDM)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT ICT	NLP	PLFM	S&P	SIP	Keywords causality, statistics, machine learning, data science
Faculty Krzakala, Florent	Lab Information Learning & Physics (SB/STI)	AIML AIML	ATCS ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT ICT	NLP	PLFM	S&P	SIP	Keywords probability, machine learning, information theory, high-dimensional statistics, graphical models, signal processing, statistical physics, neural networks
Faculty Mattavelli, Marco	Lab Multimedia (STI)	AIML	ATCS	CAIS	CG	CV CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords multimedia systems engineering, digital system analysis and modeling, design space exploration and implementation methodologies
Faculty Mathis, Alexander	Lab Computational Neuroscience & AI (SV)	AIML AIML	ATCS	CAIS	CG	CV CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP SIP	Keywords computational/theoretical neuroscience, models of biological systems, learning, computer vision, machine learning, artificial intelligence, behavior
Faculty Mathis, Mackenzie	Lab Adaptive Motor Control (SV)	AIML AIML	ATCS	CAIS	CG	CV CV	DC	DE	DMIR	HCI HCI	ICT	NLP NLP	PLFM	S&P	SIP SIP	Keywords representation learning, computer vision, computational neuroscience, pose estimation, animal behavior, machine learning, neural data analysis
Faculty Paolone, Mario	Lab Distributed Electrical Systems (STI)	AIML	ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords power systems, smart grids, energy, storage systems, situational awareness, optimal planning and control
Faculty Sayed, Ali	Lab Adaptive Systems (STI)	AIML AIML	ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT ICT	NLP	PLFM	S&P	SIP SIP	Keywords adaptation and learning theories, multi-agent systems, distributed optimization, decision-making over graphs, social learning
Faculty Schwaller, Philippe	Lab Artificial Chemical Intelligence (SB)	AIML AIML	ATCS	CAIS	CG	CV	DC	DE	DMIR DMIR	HCI HCI	ICT	NLP NLP	PLFM	S&P	SIP	Keywords chemistry, large language models, accelerated science/discovery
Faculty Shoaran, Mahsa	Lab Integrated Neurotechnologies (STI)	AIML AIML	ATCS	CAIS CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP SIP	Keywords neural interfaces, low-power integrated circuits, edge AI, neurotechnology, neural signal processing and machine learning, brain-machine interfaces
Faculty Stensrud, Mats	Lab Biostatistics (SB)	AIML AIML	ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords Causality, Personalized Medicine, Epidemiology, Individualized Decision Making, and Experimental Design
Faculty Tuia, Devis	Lab Environmental Computational Science and Earth Observation (ENAC)	AIML AIML	ATCS	CAIS	CG	CV CV	DC	DE	DMIR	HCI	ICT	NLP NLP	PLFM	S&P	SIP SIP	Keywords – Earth observation : satellite remote sensing / drones image processing – Environmental science: nature conservation / land use change / climate – Computer vision, machine learning: segmentation / detection / hybrid models / interpretable AI / human machine interaction
Faculty Verscheure, Olivier	Lab Swiss Data Science Center (SDSC)	AIML AIML	ATCS	CAIS	CG	CV	DC	DE	DMIR	HCI	ICT	NLP	PLFM	S&P	SIP	Keywords large-scale data science, multimodal data fusion and integration, frugal machine learning, explainable AI and interpretability

Artificial Intelligence & Machine Learning – AIML // Algorithms & Theoretical Computer Science – ATCS // Computer Architecture & Integrated Systems – CAIS // Computer Graphics – CG // Computer Vision – CV // Data Management & Information Retrieval – DMIR // Digital Education – DE // Distributed Computing – DC // Human-Computer Interaction – HCI // Information & Communication Theory – ICT // – Natural Language Processing – NLP // Operating Systems and Networks – OSNET // Programming Languages & Formal Methods – PLFM // Security & Privacy – S&P // Signal & Image Processing – SIP

IC Faculty

Courtesy Appointments & EDIC Affiliated Faculty outside IC

EDIC Useful links