עקוב אחר
Emily Fertig
Emily Fertig
Google Research
כתובת אימייל מאומתת בדומיין emilyfertig.com
כותרת
צוטט על ידי
צוטט על ידי
שנה
Can you trust your model's uncertainty? evaluating predictive uncertainty under dataset shift
Y Ovadia, E Fertig, J Ren, Z Nado, D Sculley, S Nowozin, J Dillon, ...
Advances in neural information processing systems 32, 2019
16192019
Likelihood ratios for out-of-distribution detection
J Ren, PJ Liu, E Fertig, J Snoek, R Poplin, M Depristo, J Dillon, ...
Advances in neural information processing systems 32, 2019
6872019
The variability of interconnected wind plants
W Katzenstein, E Fertig, J Apt
Energy policy 38 (8), 4400-4410, 2010
2682010
Economics of compressed air energy storage to integrate wind power: A case study in ERCOT
E Fertig, J Apt
Energy Policy 39 (5), 2330-2342, 2011
2142011
The effect of long-distance interconnection on wind power variability
E Fertig, J Apt, P Jaramillo, W Katzenstein
Environmental research letters 7 (3), 034017, 2012
882012
Can you trust your model’s uncertainty
Y Ovadia, E Fertig, J Ren, Z Nado, D Sculley, S Nowozin, JV Dillon, ...
Evaluating predictive uncertainty under dataset shift, 2019
642019
Automatic structured variational inference
L Ambrogioni, K Lin, E Fertig, S Vikram, M Hinne, D Moore, M van Gerven
International Conference on Artificial Intelligence and Statistics, 676-684, 2021
282021
Optimal investment timing and capacity choice for pumped hydropower storage
E Fertig, AM Heggedal, G Doorman, J Apt
Energy Systems 5, 285-306, 2014
272014
Rare breakthroughs vs. incremental development in R&D strategy for an early-stage energy technology
E Fertig
Energy policy 123, 711-721, 2018
112018
Simulating sub-hourly variability of wind power output
E Fertig
Wind Energy (in press), 2019
102019
Smart integration of variable and intermittent renewables
J Apt, E Fertig, W Katzenstein
2012 45th Hawaii International Conference on System Sciences, 1997-2001, 2012
82012
Dueling decoders: Regularizing variational autoencoder latent spaces
B Seybold, E Fertig, A Alemi, I Fischer
arXiv preprint arXiv:1905.07478, 2019
62019
Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling
G Silvestri, E Fertig, D Moore, L Ambrogioni
arXiv preprint arXiv:2110.06021, 2021
52021
-VAEs can retain label information even at high compression
E Fertig, A Arbabi, AA Alemi
arXiv preprint arXiv:1812.02682, 2018
52018
Facilitating the development and integration of low-carbon energy technologies
E Fertig
Carnegie Mellon University Pittsburgh, PA, 2013
22013
PROTOLITH AND TECTONIC SETTING OF QUARTZOFELDSPATHIC GNEISSES OF THE HIGHLAND MOUNTAINS, GREENHORN RANGE AND ALDER GULCH; SOUTHWEST MONTANA
E Fertig, C Siddoway, TA Harms
22006
Optimal Investment Strategy in Low-Carbon Energy R&D with Uncertain Payoff
E Fertig, J Apt
Transition to a Sustainable Energy Era: Opportunities & Challenges,,, 2012
12012
The Role of Energy Storage in Renewable Power Integration
E Fertig, S Wagner
Integration and Policy Workshop for RenewElec Project. Carnegie Mellon …, 2010
12010
Likelihood Ratios for Out-of-Distribution Detection
J Ren, B Lakshminarayanan, PJ Liu, JV Dillon, RJ Snoek, R Poplin, ...
US Patent App. 17/616,494, 2022
2022
Dynamic programming vs. robust optimization for managing a system with an uncertain threshold response
E Fertig, M Webster
2015
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מאמרים 1–20