Homayun Afrabandpey

23 papers A* 1A 1B 2C 2Misc 1Journal 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	P$^{2}$U: Progressive Precision Update for Efficient Model Distribution. IEEE Trans. Multim. Homayun Afrabandpey, Hamed Rezazadegan Tavakoli
2025	J	`jnl`	P CoRR Homayun Afrabandpey, Hamed Rezazadegan Tavakoli
2022	J	`jnl`	Feasible and Desirable Counterfactual Generation by Preserving Human Defined Constraints. CoRR Homayun Afrabandpey, Michael Spranger
2022	C	`conf`	On the Importance of Temporal Dependencies of Weight Updates in Communication Efficient Federated Learning. VCIP Homayun Afrabandpey, Rangu Goutham, Honglei Zhang, Francesco Criri, Emre Aksu, Hamed R. Tavakoli
2022	B	`conf`	Stochastic Binary-Ternary Quantization for Communication Efficient Federated Computation. ICIP Rangu Goutham, Homayun Afrabandpey, Francesco Cricri, Honglei Zhang, Emre Aksu, Miska M. Hannuksela, Hamed R. Tavakoli
2021	B	`conf`	Mind The Structure: Adopting Structural Information For Deep Neural Network Compression. ICIP Homayun Afrabandpey, Anton Muravev, Hamed R. Tavakoli, Honglei Zhang, Francesco Cricri, Moncef Gabbouj, Emre Aksu
2021	C	`conf`	Modeling Risky Choices in Unknown Environments. ACML Ville Tanskanen, Chang Rajani, Homayun Afrabandpey, Aini Putkonen, Aurélien Nioche, Arto Klami
2020	J	`jnl`	A decision-theoretic approach for model interpretability in Bayesian framework. Mach. Learn. Homayun Afrabandpey, Tomi Peltola, Juho Piironen, Aki Vehtari, Samuel Kaski
2020	—	`—`	Methods for probabilistic modeling of knowledge elicitation for improving machine learning predictions. Homayun Afrabandpey
2019	J	`jnl`	Fuzzy least squares twin support vector machines. Eng. Appl. Artif. Intell. Javad Salimi Sartakhti, Homayun Afrabandpey, Nasser Ghadiri
2019	A*	`conf`	Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets. IJCAI Homayun Afrabandpey, Tomi Peltola, Samuel Kaski
2019	J	`jnl`	Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets. CoRR Homayun Afrabandpey, Tomi Peltola, Samuel Kaski
2019	J	`jnl`	Making Bayesian Predictive Models Interpretable: A Decision Theoretic Approach. CoRR Homayun Afrabandpey, Tomi Peltola, Juho Piironen, Aki Vehtari, Samuel Kaski
2018	J	`jnl`	An EM based probabilistic two-dimensional CCA with application to face recognition. Appl. Intell. Mehran Safayani, Seyed Hashem Ahmadi, Homayun Afrabandpey, Abdolreza Mirzaei
2018	J	`jnl`	Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. Bioinform. Iiris Sundin, Tomi Peltola, Luana Micallef, Homayun Afrabandpey, Marta Soare, Muntasir Mamun Majumder, Pedram Daee, Chen He, Baris Serim, Aki S. Havulinna, Caroline Heckman, Giulio Jacucci, Pekka Marttinen, Samuel Kaski
2017	J	`jnl`	An EM Based Probabilistic Two-Dimensional CCA with Application to Face Recognition. CoRR Mehran Safayani, Seyed Hashem Ahmadi, Homayun Afrabandpey, Abdolreza Mirzaei
2017	J	`jnl`	Improving drug sensitivity predictions in precision medicine through active expert knowledge elicitation. CoRR Iiris Sundin, Tomi Peltola, Muntasir Mamun Majumder, Pedram Daee, Marta Soare, Homayun Afrabandpey, Caroline Heckman, Samuel Kaski, Pekka Marttinen
2017	A	`conf`	Interactive Prior Elicitation of Feature Similarities for Small Sample Size Prediction. UMAP Homayun Afrabandpey, Tomi Peltola, Samuel Kaski
2017	J	`jnl`	Simulated annealing least squares twin support vector machine (SA-LSTSVM) for pattern classification. Soft Comput. Javad Salimi Sartakhti, Homayun Afrabandpey, Mohamad Saraee
2016	J	`jnl`	Interactive Prior Elicitation of Features Similarities for Small Sample Size Prediction. CoRR Homayun Afrabandpey, Tomi Peltola, Samuel Kaski
2016	Misc	`conf`	Visualizations relevant to the user by multi-view latent variable factorization. ICASSP Seppo Virtanen, Homayun Afrabandpey, Samuel Kaski
2015	J	`jnl`	Fuzzy Least Squares Twin Support Vector Machines. CoRR Javad Salimi Sartakhti, Nasser Ghadiri, Homayun Afrabandpey
2015	J	`jnl`	Visualizations Relevant to The User By Multi-View Latent Variable Factorization. CoRR Seppo Virtanen, Homayun Afrabandpey, Samuel Kaski