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Boris N. Oreshkin
Boris N. Oreshkin
Principal Scientist at Amazon
Adresă de e-mail confirmată pe amazon.com
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TADAM: Task dependent adaptive metric for improved few-shot learning
BN Oreshkin, PR López, A Lacoste
NeurIPS 2018, 2018
16602018
N-BEATS: Neural basis expansion analysis for interpretable time series forecasting
BN Oreshkin, D Carpov, N Chapados, Y Bengio
ICLR 2020, 2020
15322020
N-HiTS: Neural hierarchical interpolation for time series forecasting
C Challu, KG Olivares, BN Oreshkin, F Garza, M Mergenthaler, ...
AAAI 2023, 2023
4842023
Adaptive cross-modal few-shot learning
X Chen, N Rostamzadeh, BN Oreshkin, PO Pinheiro
NeurIPS 2019, 4367-4375, 2019
341*2019
AMP: Adaptive masked proxies for few-shot segmentation
M Siam, BN Oreshkin, M Jagersand
ICCV 2019, 2019
2412019
N-BEATS neural network for mid-term electricity load forecasting
BN Oreshkin, G Dudek, P Pełka, E Turkina
Applied Energy 293, 2021
2122021
Machine learning approaches to network anomaly detection
T Ahmed, B Oreshkin, M Coates
SysML: 2nd USENIX workshop on Tackling computer systems problems with …, 2007
2112007
Optimization and analysis of distributed averaging with short node memory
BN Oreshkin, MJ Coates, MG Rabbat
IEEE Transactions on Signal Processing 58 (5), 2850-2865, 2010
1402010
Meta-learning framework with applications to zero-shot time-series forecasting
BN Oreshkin, D Carpov, N Chapados, Y Bengio
AAAI 2021, 2021
1282021
Accelerated distributed average consensus via localized node state prediction
TC Aysal, BN Oreshkin, MJ Coates
IEEE Transactions on signal processing 57 (4), 1563-1576, 2008
1232008
FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting
BN Oreshkin, A Amini, L Coyle, MJ Coates
AAAI 2021, 2021
1122021
Regional innovation clusters and firm innovation performance: An interactionist approach
E Turkina, B Oreshkin, R Kali
Regional Studies 53 (8), 1193-1206, 2019
922019
Random numbers for parallel computers: Requirements and methods, with emphasis on GPUs
P L’Ecuyer, D Munger, B Oreshkin, R Simard
Mathematics and Computers in Simulation 135, 3-17, 2017
74*2017
Asynchronous distributed particle filter via decentralized evaluation of Gaussian products
BN Oreshkin, MJ Coates
2010 13th International Conference on Information Fusion, 1-8, 2010
692010
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Inputs
M Siam, N Doraiswamy, BN Oreshkin, H Yao, M Jagersand
IJCAI 2020, 2020
64*2020
Greedy gossip with eavesdropping
D Ustebay, BN Oreshkin, MJ Coates, MG Rabbat
IEEE Transactions on Signal Processing 58 (7), 3765-3776, 2010
642010
Rate-based daily arrival process models with application to call centers
BN Oreshkin, N Réegnard, P L’Ecuyer
Operations Research 64 (2), 510-527, 2016
482016
Microwave radar and microwave-induced thermoacoustics: Dual-modality approach for breast cancer detection
E Kirshin, B Oreshkin, GK Zhu, M Popovic, M Coates
IEEE Transactions on Biomedical Engineering 60 (2), 354-360, 2012
332012
Adaptive masked weight imprinting for few-shot segmentation
M Siam, B Oreshkin
LLD Workshop @ ICLR 2019, 2019
322019
Motion In-Betweening via Deep -Interpolator
BN Oreshkin, A Valkanas, FG Harvey, LS Ménard, F Bocquelet, ...
IEEE Transactions on Visualization and Computer Graphics 30 (8), 5693-5704, 2023
282023
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