Daniel Gillblad

39 papers A* 3A 1B 8C 3Journal 10Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Efficient Node Selection in Private Personalized Decentralized Learning. NLDL Edvin Listo Zec, Johan Östman, Olof Mogren, Daniel Gillblad
2023	B	`conf`	Advancing MLOps from Ad hoc to Kaizen. SEAA Meenu Mary John, Daniel Gillblad, Helena Holmström Olsson, Jan Bosch
2023	J	`jnl`	Decentralized Online Bandit Optimization on Directed Graphs with Regret Bounds. CoRR Johan Östman, Ather Gattami, Daniel Gillblad
2023	C	`conf`	Exploring Trade-Offs in MLOps Adoption. APSEC Meenu Mary John, Helena Holmström Olsson, Jan Bosch, Daniel Gillblad
2023	J	`jnl`	Private Node Selection in Personalized Decentralized Learning. CoRR Edvin Listo Zec, Johan Östman, Olof Mogren, Daniel Gillblad
2022	—	`conf`	Adaptive Expert Models for Federated Learning. FL@IJCAI Martin Isaksson, Edvin Listo Zec, Rickard Cöster, Daniel Gillblad, Sarunas Girdzijauskas
2022	J	`jnl`	Adaptive Expert Models for Personalization in Federated Learning. CoRR Martin Isaksson, Edvin Listo Zec, Rickard Cöster, Daniel Gillblad, Sarunas Girdzijauskas
2021	—	`conf`	Adversarial representation learning for synthetic replacement of private attributes. IEEE BigData John Martinsson, Edvin Listo Zec, Daniel Gillblad, Olof Mogren
2020	J	`jnl`	Adversarial representation learning for synthetic replacement of private attributes. CoRR John Martinsson, Edvin Listo Zec, Daniel Gillblad, Olof Mogren
2020	J	`jnl`	Federated learning using a mixture of experts. CoRR Edvin Listo Zec, Olof Mogren, John Martinsson, Leon René Sütfeld, Daniel Gillblad
2019	J	`jnl`	Learning machines in Internet-delivered psychological treatment. Prog. Artif. Intell. Magnus Boman, Fehmi Ben Abdesslem, Erik Forsell, Daniel Gillblad, Olof Görnerup, Nils Hentati Isacsson, Magnus Sahlgren, Viktor Kaldo
2018	J	`jnl`	A service-agnostic method for predicting service metrics in real time. Int. J. Netw. Manag. Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
2018	J	`jnl`	Distributed dynamic load balancing with applications in radio access networks. Int. J. Netw. Manag. Per Kreuger, Rebecca Steinert, Olof Görnerup, Daniel Gillblad
2018	—	`conf`	Learning Machines. AAAI Spring Symposia Magnus Boman, Magnus Sahlgren, Olof Görnerup, Daniel Gillblad
2018	A*	`conf`	Streaming word similarity mining on the cheap. EMNLP Olof Görnerup, Daniel Gillblad
2017	J	`jnl`	Domain-agnostic discovery of similarities and concepts at scale. Knowl. Inf. Syst. Olof Görnerup, Daniel Gillblad, Theodore Vasiloudis
2015	B	`conf`	A platform for predicting real-time service-level metrics from device statistics. IM Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
2015	—	`conf`	Autonomous Load Balancing of Heterogeneous Networks. VTC Spring Per Kreuger, Olof Görnerup, Daniel Gillblad, Tomas Lundborg, Diarmuid Corcoran, Andreas Ermedahl
2015	—	`conf`	Exploring communication and mobility behavior of 3G network users and its temporal consistency. ICC Andrea Hess, Ian Marsh, Daniel Gillblad
2015	A*	`conf`	Knowing an Object by the Company it Keeps: A Domain-Agnostic Scheme for Similarity Discovery. ICDM Olof Görnerup, Daniel Gillblad, Theodore Vasiloudis
2015	B	`conf`	Predicting Swedish Elections with Twitter: A Case for Stochastic Link Structure Analysis. ASONAM Nima Dokoohaki, Filippia Zikou, Daniel Gillblad, Mihhail Matskin
2015	B	`conf`	Predicting real-time service-level metrics from device statistics. IM Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
2015	B	`conf`	Predicting service metrics for cluster-based services using real-time analytics. CNSM Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
2014	C	`conf`	Explaining Probabilistic Fault Diagnosis and Classification Using Case-Based Reasoning. ICCBR Tomas Olsson, Daniel Gillblad, Peter Funk, Ning Xiong
2014	—	`conf`	Learning machines for computational epidemiology. IEEE BigData Magnus Boman, Daniel Gillblad
2013	—	`conf`	Autonomous accident monitoring using cellular network data. ISCRAM Olof Görnerup, Per Kreuger, Daniel Gillblad
2012	B	`conf`	Performance evaluation of a distributed and probabilistic network monitoring approach. CNSM Rebecca Steinert, Daniel Gillblad
2012	—	`conf`	Zero Configuration Adaptive Paging (zCap). VTC Fall Per Kreuger, Daniel Gillblad, Åke Arvidsson
2011	B	`conf`	A Distributed Spatio-Temporal Event Correlation Protocol for Multi-Layer Virtual Networks. GLOBECOM Rebecca Steinert, S. Gestrelius, Daniel Gillblad
2011	—	`ch.`	Managing Networks. 4WARD Project Daniel Gillblad, Alberto Gonzalez Prieto
2011	J	`jnl`	Toward decentralized probabilistic management. IEEE Commun. Mag. Alberto Gonzalez Prieto, Daniel Gillblad, Rebecca Steinert, Avi Miron
2011	C	`conf`	Translation of probabilistic QoS in hierarchical and decentralized settings. APNOMS Björn Bjurling, Rebecca Steinert, Daniel Gillblad
2010	B	`conf`	Long-Term Adaptation and Distributed Detection of Local Network Changes. GLOBECOM Rebecca Steinert, Daniel Gillblad
2010	—	`conf`	Towards Distributed and Adaptive Detection and Localisation of Network Faults. AICT Rebecca Steinert, Daniel Gillblad
2009	A	`conf`	Discovering Process Models from Unlabelled Event Logs. BPM Diogo R. Ferreira, Daniel Gillblad
2009	—	`conf`	Estimating the Parameters of Randomly Interleaved Markov Models. ICDM Workshops Daniel Gillblad, Rebecca Steinert, Diogo R. Ferreira
2008	—	`—`	On practical machine learning and data analysis. Daniel Gillblad
2005	—	`conf`	Emulating Process Simulators with Learning Systems. ICANN (2) Daniel Gillblad, Anders Holst, Björn Levin
2001	A*	`conf`	Dependency Derivation in Industrial Process Data. ICDM Daniel Gillblad, Anders Holst