Wesley M. Gifford

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 19

Top Venues

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Vijay Ekambaram, Arindam Jati, Nam H. Nguyen, Pankaj Dayama, Chandra Reddy, Wesley M. Gifford, Jayant Kalagnanam
Tiny Time Mixers (TTMs): Fast Pretrained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series. CoRR (2024)
Arindam Jati, Vijay Ekambaram, Shaonli Pal, Brian Quanz, Wesley M. Gifford, Pavithra Harsha, Stuart Siegel, Sumanta Mukherjee, Chandra Narayanaswami
Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting. KDD (2023)
Arindam Jati, Vijay Ekambaram, Shaonli Pal, Brian Quanz, Wesley M. Gifford, Pavithra Harsha, Stuart Siegel, Sumanta Mukherjee, Chandra Narayanaswami
Hierarchy-guided Model Selection for Time Series Forecasting. CoRR (2022)
Kyongmin Yeo, Zan Li, Wesley M. Gifford
Generative Adversarial Network for Probabilistic Forecast of Random Dynamical Systems. SIAM J. Sci. Comput. 44 (4) (2022)
Wesley M. Gifford, Davide Dardari, Moe Z. Win
The Impact of Multipath Information on Time-of-Arrival Estimation. IEEE Trans. Signal Process. 70 (2022)
Dhaval Salwala, Seshu Tirupathi, Brian Quanz, Wesley M. Gifford, Stuart Siegel, Vijay Ekambaram, Arindam Jati
Distributed Incremental Machine Learning for Big Time Series Data. Big Data (2022)
Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
AutoAI-TS: AutoAI for Time Series Forecasting. CoRR (2021)
Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos
AutoAI-TS: AutoAI for Time Series Forecasting. SIGMOD Conference (2021)
Kyongmin Yeo, Zan Li, Wesley M. Gifford
Generative Adversarial Network for Probabilistic Forecast of Random Dynamical System. CoRR (2021)
Dhaval Patel, Shrey Shrivastava, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam, Chandra Reddy
Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph. IEEE BigData (2020)
Shrey Shrivastava, Dhaval Patel, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam
ThunderML: A Toolkit for Enabling AI/ML Models on Cloud for Industry 4.0. ICWS (2019)
Shrey Shrivastava, Dhaval Patel, Anuradha Bhamidipaty, Wesley M. Gifford, Stuart A. Siegel, Venkata Sitaramagiridharganesh Ganapavarapu, Jayant R. Kalagnanam
DQA: Scalable, Automated and Interactive Data Quality Advisor. IEEE BigData (2019)
Elham Khabiri, Wesley M. Gifford, Bhanukiran Vinzamuri, Dhaval Patel, Pietro Mazzoleni
Industry Specific Word Embedding and its Application in Log Classification. CIKM (2019)
Jinfeng Yi, Qi Lei, Wesley M. Gifford, Ji Liu, Junchi Yan, Bowen Zhou
Fast Unsupervised Location Category Inference from Highly Inaccurate Mobility Data. SDM (2019)
Elham Khabiri, Wesley M. Gifford, Pietro Mazzoleni, Dharmesh Vadgama
Thematic Distillation and Point of View Extraction for Enterprise-Level Documents. AAAI Workshops (2018)
Jinfeng Yi, Qi Lei, Wesley M. Gifford, Ji Liu
Negative-Unlabeled Tensor Factorization for Location Category Inference from Inaccurate Mobility Data. CoRR (2017)
Ying Li, Wesley M. Gifford, Anshul Sheopuri
A Case Study of Mobile User Behaviors Using Spatio-temporal Data. MDM (2016)
Rong Liu, Swapna Buccapatnam, Wesley M. Gifford, Anshul Sheopuri
An Unsupervised Collaborative Approach to Identifying Home and Work Locations. MDM (2016)
Nianjun Zhou, Wesley M. Gifford, Junchi Yan, Hongfei Li
End-to-End Solution with Clustering Method for Attrition Analysis. SCC (2016)
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda, Gregory H. Westerwick, Carl Engel
On the Quantification of Global Team Performance and Profitability. IEEE SCC (2014)
Wesley M. Gifford, Ashish Jagmohan, Yi-Min Chee, Anshul Sheopuri, John Ambrose, Sue Rodeman, Shota Aki
Engaging Learners in an Enterprise L&K System. RecSys Posters (2014)
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda
Toward a Flexible Bidding Strategy with Preference Analysis. IEEE SCC (2013)
Nianjun Zhou, Wesley M. Gifford, Krishna Ratakonda
On the Analysis of Global Team Performance. SRII Global Conference (2012)
Wesley M. Gifford, Andrea Conti, Marco Chiani, Moe Z. Win
On the SNR Penalties of Ideal and Non-ideal Subset Diversity Systems. IEEE Trans. Inf. Theory 58 (6) (2012)
Henk Wymeersch, Stefano Maranò, Wesley M. Gifford, Moe Z. Win
A Machine Learning Approach to Ranging Error Mitigation for UWB Localization. IEEE Trans. Commun. 60 (6) (2012)
Nanjangud C. Narendra, Karthikeyan Ponnalagu, Nianjun Zhou, Wesley M. Gifford
Towards a Formal Model for Optimal Task-Site Allocation and Effort Estimation in Global Software Development. SRII Global Conference (2012)
Wesley M. Gifford, William Weiliang Li, Ying Jun Zhang, Moe Z. Win
Effect of Bandwidth on the Number of Multipath Components in Realistic Wireless Indoor Channels. ICC (2011)
Moe Z. Win, Andrea Conti, Santiago Mazuelas, Yuan Shen, Wesley M. Gifford, Davide Dardari, Marco Chiani
Network localization and navigation via cooperation. IEEE Commun. Mag. 49 (5) (2011)
Stefano Maranò, Wesley M. Gifford, Henk Wymeersch, Moe Z. Win
NLOS identification and mitigation for localization based on UWB experimental data. IEEE J. Sel. Areas Commun. 28 (7) (2010)
Stefano Maranò, Wesley M. Gifford, Henk Wymeersch, Moe Z. Win
Nonparametric Obstruction Detection for UWB Localization. GLOBECOM (2009)
Andrea Conti, Wesley M. Gifford, Moe Z. Win, Marco Chiani
Optimized simple bounds for diversity systems. IEEE Trans. Commun. 57 (9) (2009)
Andrea Conti, Wesley M. Gifford, Moe Z. Win, Marco Chiani
Easily Invertible Tight Bounds for Diversity Reception. GLOBECOM (2008)
Wesley M. Gifford, Moe Z. Win, Marco Chiani
Antenna subset diversity with non-ideal channel estimation. IEEE Trans. Wirel. Commun. 7 (5-1) (2008)
Wesley M. Gifford, Moe Z. Win, Marco Chiani
On the SNR penalty for antenna subset diversity. IWCMC (2006)
Wesley M. Gifford, Moe Z. Win, Marco Chiani
Realistic diversity systems in correlated fading. GLOBECOM (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wesley M. Gifford