Katayoun Farrahi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

Top Topics

Learning Mechanisms

Information Bottleneck

Top Venues

PervasiveHealth

Publications

Andrei C. Rusu, Katayoun Farrahi, Mahesan Niranjan
EpiCURB: Learning to Derive Epidemic Control Policies. IEEE Pervasive Comput. 23 (1) (2024)
Julia Romero, Andrea Ferlini, Dimitris Spathis, Ting Dang, Katayoun Farrahi, Fahim Kawsar, Alessandro Montanari
OptiBreathe: An Earable-based PPG System for Continuous Respiration Rate, Breathing Phase, and Tidal Volume Monitoring. HotMobile (2024)
Wei He, Katayoun Farrahi, Bin Chen, Bohua Peng, Aline Villavicencio
Representation transfer and data cleaning in multi-views for text simplification. Pattern Recognit. Lett. 177 (2024)
Junwen Wang, Katayoun Farrahi
Cascade Learning Localises Discriminant Features in Visual Scene Classification. CoRR (2023)
Andrea Ferlini, Alessandro Montanari, Nirupam Roy, Katayoun Farrahi
EarComp 2023: Fourth International Workshop on Earable Computing. UbiComp/ISWC Adjunct (2023)
Emilien Valat, Katayoun Farrahi, Thomas Blumensath
Sinogram Enhancement with Generative Adversarial Networks using Shape Priors. CoRR (2022)
Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
A Primer for Neural Arithmetic Logic Modules. J. Mach. Learn. Res. 23 (2022)
Andrei C. Rusu, Katayoun Farrahi, Mahesan Niranjan
Flattening the Curve Through Reinforcement Learning Driven Test and Trace Policies. PervasiveHealth (2022)
Junwen Wang, Xin Du, Katayoun Farrahi, Mahesan Niranjan
Deep Cascade Learning for Optimal Medical Image Feature Representation. MLHC (2022)
Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
Exploring the Learning Mechanisms of Neural Division Modules. Trans. Mach. Learn. Res. 2022 (2022)
Juliusz Ziomek, Katayoun Farrahi
Modelling nonlinear dependencies in the latent space of inverse scattering. CoRR (2022)
Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity. CoRR (2022)
Emilien Valat, Katayoun Farrahi, Thomas Blumensath
Data-Driven Interpolation for Super-Scarce X-Ray Computed Tomography. CoRR (2022)
Xin Du, Katayoun Farrahi, Mahesan Niranjan
Information Bottleneck Theory Based Exploration of Cascade Learning. Entropy 23 (10) (2021)
Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
A Primer for Neural Arithmetic Logic Modules. CoRR (2021)
Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare
Learning Division with Neural Arithmetic Logic Modules. CoRR (2021)
Dimitris Spathis, Sandra Servia Rodríguez, Katayoun Farrahi, Cecilia Mascolo, Jason Rentfrow
Sequence Multi-task Learning to Forecast Mental Wellbeing from Sparse Self-reported Data. KDD (2019)
Dimitris Spathis, Sandra Servia Rodríguez, Katayoun Farrahi, Cecilia Mascolo, Jason Rentfrow
Passive mobile sensing and psychological traits for large scale mood prediction. PervasiveHealth (2019)
Xin Du, Katayoun Farrahi, Mahesan Niranjan
Transfer learning across human activities using a cascade neural network architecture. UbiComp (2019)
Antony Milne, Katayoun Farrahi, Mihalis A. Nicolaou
Less is More: Univariate Modelling to Detect Early Parkinson's Disease from Keystroke Dynamics. DS (2018)
Fayez Alharbi, Katayoun Farrahi
A Convolutional Neural Network for Smoking Activity Recognition. HealthCom (2018)
Katayoun Farrahi, Kashif Zia
Trust reality-mining: evidencing the role of friendship for trust diffusion. Hum. centric Comput. Inf. Sci. 7 (2017)
Ishrat Rahman Sami, Katayoun Farrahi
A Simplified Topological Representation of Text for Local and Global Context. ACM Multimedia (2017)
Antony Milne, Mihalis Nicolaou, Katayoun Farrahi
Discovering the Typing Behaviour of Parkinson's Patients Using Topic Models. SocInfo (2) (2017)
Markus Schedl, David Hauger, Katayoun Farrahi, Marko Tkalcic
On the Influence of User Characteristics on Music Recommendation Algorithms. ECIR (2015)
Katayoun Farrahi, Rémi Emonet, Manuel Cebrián
Predicting a Community's Flu Dynamics with Mobile Phone Data. CSCW (2015)
Markus Schedl, Andreu Vall, Katayoun Farrahi
User geospatial context for music recommendation in microblogs. SIGIR (2014)
Katayoun Farrahi, Daniel Gatica-Perez
A probabilistic approach to mining mobile phone data sequences. Pers. Ubiquitous Comput. 18 (1) (2014)
Katayoun Farrahi, Markus Schedl, Andreu Vall, David Hauger, Marko Tkalcic
Impact of Listening Behavior on Music Recommendation. ISMIR (2014)
Katayoun Farrahi, Kashif Zia, Alexei Sharpanskykh, Alois Ferscha, Lev Muchnik
Agent Perception Modeling for Movement in Crowds. PAAMS (2013)
Alois Ferscha, Katayoun Farrahi, Jeroen van den Hoven, David Hales, Andrzej Nowak, Paul Lukowicz, Dirk Helbing
Socio-inspired ICT - Towards a socially grounded society-ICT symbiosis CoRR (2013)
Kashif Zia, Katayoun Farrahi, Andreas Riener, Alois Ferscha
An agent-based parallel geo-simulation of urban mobility during city-scale evacuation. Simul. 89 (10) (2013)
Kashif Zia, Katayoun Farrahi, Alexei Sharpanskykh, Alois Ferscha, Lev Muchnik
Parallel and Distributed Simulation of Large-Scale Cognitive Agents. PAAMS (2013)
Katayoun Farrahi, Alois Ferscha
Topic models towards high performance data mining and analysis. HPCS (2013)
Kashif Zia, Andreas Riener, Katayoun Farrahi, Alois Ferscha
A New Opportunity to Urban Evacuation Analysis: Very Large Scale Simulations of Social Agent Systems in Repast HPC. PADS (2012)
Katayoun Farrahi, Daniel Gatica-Perez
Extracting Mobile Behavioral Patterns with the Distant N-Gram Topic Model. ISWC (2012)
Katayoun Farrahi, Rémi Emonet, Alois Ferscha
Socio-Technical Network Analysis from Wearable Interactions. ISWC (2012)
Anmol Madan, Manuel Cebrián, Sai T. Moturu, Katayoun Farrahi, Alex Pentland
Sensing the "Health State" of a Community. IEEE Pervasive Comput. 11 (4) (2012)
Anmol Madan, Katayoun Farrahi, Daniel Gatica-Perez, Alex Pentland
Pervasive Sensing to Model Political Opinions in Face-to-Face Networks. Pervasive (2011)
Katayoun Farrahi, Daniel Gatica-Perez
Discovering routines from large-scale human locations using probabilistic topic models. ACM Trans. Intell. Syst. Technol. 2 (1) (2011)
Katayoun Farrahi, Daniel Gatica-Perez
Probabilistic Mining of Socio-Geographic Routines From Mobile Phone Data. IEEE J. Sel. Top. Signal Process. 4 (4) (2010)
Katayoun Farrahi, Daniel Gatica-Perez
Mining Human Location-Routines Using a Multi-Level Approach to Topic Modeling. SocialCom/PASSAT (2010)
Katayoun Farrahi, Daniel Gatica-Perez
Learning and predicting multimodal daily life patterns from cell phones. ICMI (2009)
Katayoun Farrahi, Daniel Gatica-Perez
Daily Routine Classification from Mobile Phone Data. MLMI (2008)
Katayoun Farrahi, Daniel Gatica-Perez
What did you do today?: discovering daily routines from large-scale mobile data. ACM Multimedia (2008)
Katayoun Farrahi, Daniel Gatica-Perez
Discovering human routines from cell phone data with topic models. ISWC (2008)