Petko Georgiev
Petko Georgiev
Google DeepMind, University of Cambridge
Verified email at cam.ac.uk - Homepage
TitleCited byYear
Starcraft ii: A new challenge for reinforcement learning
O Vinyals, T Ewalds, S Bartunov, P Georgiev, AS Vezhnevets, M Yeo, ...
arXiv preprint arXiv:1708.04782, 2017
2822017
Deepx: A software accelerator for low-power deep learning inference on mobile devices
ND Lane, S Bhattacharya, P Georgiev, C Forlivesi, L Jiao, L Qendro, ...
2016 15th ACM/IEEE International Conference on Information Processing in …, 2016
2302016
DeepEar: robust smartphone audio sensing in unconstrained acoustic environments using deep learning
ND Lane, P Georgiev, L Qendro
Proceedings of the 2015 ACM International Joint Conference on Pervasive and …, 2015
1952015
Can deep learning revolutionize mobile sensing?
ND Lane, P Georgiev
Proceedings of the 16th International Workshop on Mobile Computing Systems …, 2015
1942015
Alphastar: Mastering the real-time strategy game starcraft ii
O Vinyals, I Babuschkin, J Chung, M Mathieu, M Jaderberg, ...
DeepMind blog, 2, 2019
1292019
An early resource characterization of deep learning on wearables, smartphones and internet-of-things devices
ND Lane, S Bhattacharya, P Georgiev, C Forlivesi, F Kawsar
Proceedings of the 2015 international workshop on internet of things towards …, 2015
1212015
Squeezing deep learning into mobile and embedded devices
ND Lane, S Bhattacharya, A Mathur, P Georgiev, C Forlivesi, F Kawsar
IEEE Pervasive Computing 16 (3), 82-88, 2017
622017
Dsp. ear: Leveraging co-processor support for continuous audio sensing on smartphones
P Georgiev, ND Lane, KK Rachuri, C Mascolo
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems …, 2014
522014
Grandmaster level in StarCraft II using multi-agent reinforcement learning
O Vinyals, I Babuschkin, WM Czarnecki, M Mathieu, A Dudzik, J Chung, ...
Nature 575 (7782), 350-354, 2019
492019
Where businesses thrive: Predicting the impact of the olympic games on local retailers through location-based services data
P Georgiev, A Noulas, C Mascolo
Proceedings of the 8th International AAAI Conference on Weblogs and Social …, 2014
412014
The Call of the Crowd: Event Participation in Location-based Social Services
P Georgiev, A Noulas, C Mascolo
Proceedings of the 8th International AAAI Conference on Weblogs and Social …, 2014
372014
LEO: Scheduling sensor inference algorithms across heterogeneous mobile processors and network resources
P Georgiev, ND Lane, KK Rachuri, C Mascolo
Proceedings of the 22nd Annual International Conference on Mobile Computing …, 2016
352016
ZOE: A cloud-less dialog-enabled continuous sensing wearable exploiting heterogeneous computation
ND Lane, P Georgiev, C Mascolo, Y Gao
Proceedings of the 13th Annual International Conference on Mobile Systems …, 2015
182015
Low-resource multi-task audio sensing for mobile and embedded devices via shared deep neural network representations
P Georgiev, S Bhattacharya, ND Lane, C Mascolo
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2017
162017
Accelerating mobile audio sensing algorithms through on-chip gpu offloading
P Georgiev, ND Lane, C Mascolo, D Chu
Proceedings of the 15th Annual International Conference on Mobile Systems …, 2017
112017
A multi-view content-based user recommendation scheme for following users in twitter
M Chechev, P Georgiev
International Conference on Social Informatics, 434-447, 2012
102012
Accelerated deep learning inference for embedded and wearable devices using DeepX
ND Lane, S Bhattacharya, P Georgiev, C Forlivesi, F Kawsar
Proceedings of the 14th annual international conference on mobile systems …, 2016
62016
Accelerating embedded deep learning using DeepX demonstration abstract
ND Lane, S Bhattacharya, P Georgiev, C Forlivesi, F Kawsar
Proceedings of the 15th International Conference on Information Processing …, 2016
32016
Demonstration abstract: accelerating embedded deep learning using DeepX
ND Lane, S Bhattacharya, P Georgiev, C Forlivesi, F Kawsar
2016 15th ACM/IEEE International Conference on Information Processing in …, 2016
12016
Energy Efficient and Fair Management of Sensing Applications on Heterogeneous Resource Mobile Devices
P Georgiev
Proceedings of the 2015 on MobiSys PhD Forum, 9-9, 2015
12015
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Articles 1–20