On the Feasibility and Benefits of Extensive Evaluation.
Proc. ACM Manag. Data, September, 2024
The Non-Overlapping Statistical Approximation to Overlapping Group Lasso.
J. Mach. Learn. Res., 2024
Community models for networks observed through edge nominations.
J. Mach. Learn. Res., 2023
Link Prediction for Egocentrically Sampled Networks.
J. Comput. Graph. Stat., 2023
Fitting low-rank models on egocentrically sampled partial networks.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Refined Aboveground Biomass Estimation of Moso Bamboo Forest Using Culm Lengths Extracted from TLS Point Cloud.
Remote. Sens., 2022
A Study of Database Performance Sensitivity to Experiment Settings.
Proc. VLDB Endow., 2022
Incrementality Bidding via Reinforcement Learning under Mixed and Delayed Rewards.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Network Estimation by Mixing: Adaptivity and More.
CoRR, 2021
Informative core identification in complex networks.
CoRR, 2021
HatRPC: hint-accelerated thrift RPC over RDMA.
Proceedings of the International Conference for High Performance Computing, 2021
NVMe-CR: A Scalable Ephemeral Storage Runtime for Checkpoint/Restart with NVMe-over-Fabrics.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
Diffusion Source Identification on Networks with Statistical Confidence.
Proceedings of the 38th International Conference on Machine Learning, 2021
High-dimensional Gaussian graphical models on network-linked data.
J. Mach. Learn. Res., 2020
RDMP-KV: designing remote direct memory persistence based key-value stores with PMEM.
Proceedings of the International Conference for High Performance Computing, 2020
High-dimensional Gaussian graphical model for network-linked data.
CoRR, 2019
Probabilistic Rule Realization and Selection.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Detecting the impact area of BP deepwater horizon oil discharge: an analysis by time varying coefficient logistic models and boosted trees.
Comput. Stat., 2014
Statistical inference in two-stage online controlled experiments with treatment selection and validation.
Proceedings of the 23rd International World Wide Web Conference, 2014
Incorporating Metadata into Dynamic Topic Analysis.
Proceedings of the Ninth UAI Bayesian Modeling Applications Workshop, 2012