Daniel Smolyak

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Prediction Model

Anomaly Detection

Top Venues

Ann. Oper. Res.

ACM Trans. Spatial Algorithms Syst.

Publications

Naman Awasthi, Saad Mohammad Abrar, Daniel Smolyak, Vanessa Frías-Martínez
DemOpts: Fairness corrections in COVID-19 case prediction models. CoRR (2024)
Daniel Smolyak, Saad Mohammad Abrar, Naman Awasthi, Vanessa Frías-Martínez
Assessing the Impact of Case Correction Methods on the Fairness of COVID-19 Predictive Models. CoRR (2024)
Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez
Systematic analysis of the effectiveness of adding human mobility data to covid-19 case prediction linear models. CoRR (2024)
Sean L. Barnes, Margrét V. Bjarnadóttir, Daniel Smolyak, Aurélie Thiele
A data-driven optimization approach to baseball roster management. Ann. Oper. Res. 335 (1) (2024)
Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez
Auditing the Fairness of COVID-19 Forecast Hub Case Prediction Models. CoRR (2024)
Daniel Smolyak, Kathryn Gray, Sarkhan Badirli, George O. Mohler
Coupled IGMM-GANs with Applications to Anomaly Detection in Human Mobility Data. ACM Trans. Spatial Algorithms Syst. 6 (4) (2020)
Kathryn Gray, Daniel Smolyak, Sarkhan Badirli, George O. Mohler
Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data. CoRR (2018)
Kathryn Gray, Daniel Smolyak, Sarkhan Badirli, George O. Mohler
Coupled IGMM-GANs for improved generative adversarial anomaly detection. IEEE BigData (2018)
Daniel Smolyak, Bongshin Lee, Eun Kyoung Choe
TandemTrack: Promoting Consistent Exercise Leveraging Multimodal Training and Tracking. CHI Extended Abstracts (2018)
Guangqi Cui, John P. Dickerson, Naveen Durvasula, William Gasarch, Erik Metz, Jacob Prinz, Naveen Raman, Daniel Smolyak, Sung Hyun Yoo
A Muffin-Theorem Generator. FUN (2018)