- Data Sets
- Training Resources
Results for: Publications
Screening rule for L1-regularized Ising model estimation. Kuang Z, Geng S, Page D. Advances in Neural Information Processing Systems Conference (NIPS), 2017.
An empirical Bayes test for allelic imbalance detection in ChIP-seq. Zhang Q, Keles S. Biostatistics, 2017.
A geometric framework for statistical analysis of trajectories with distinct temporal spans. Chakraborty R, Singh V, Adluru N, Vemuri B. Proceedings of the International Conference on Computer Vision (ICCV), 2017.
Incoherent tensor norms and their applications in higher order tensor completion. Yuan M, Zhang C-H. IEEE Transactions on Information Theory 63(10):6753 - 6766, 2017 .
Global testing against sparse alternatives under Ising models. Mukherjee R, Mukherjee, Yuan M. To appear in Annals of Statistics, 2018.
Accelerating permutation testing in voxel-wise analysis through subspace tracking: A new plugin for SnPM. Gutierrez-Barragan F, Ithapu VK, Hinrichs C, Maumet C, Johnson SC, Nichols TE, Singh V. Neuroimage 159(1):79-98, 2017.
Adverse drug event discovery using biomedical literature: A big data neural network adventure. Tafti AP, Badger J, LaRose E, Shirzadi E, Mahnke A, Mayer J, Ye Z, Page D, Peissig P. JMIR Medical Informatics 5(4):e51, 2017.
Modeling cognitive trends in preclinical Alzheimer's disease (AD) via distributions over permutations. Plumb G, Clark LR, Johnson SC, Singh V. Proceedings of Medical Image Computing And Computer Assisted Intervention (MICCAI), 2017.
Hawkes process modeling of adverse drug reactions with longitudinal observational data. Bao Y, Kuang Z, Peissig P, Page D, Willett R. Proceedings of Machine Learning for Healthcare, 2017.
Anxiety-related experience-dependent white matter structural differences in adolescence: A monozygotic twin difference approach. Adluru N, Luo Z, VanHulle CA, Schoen AJ, Davidson, RJ, Alexander AL, Goldsmith HH. Scientific Reports, 7(1): 8749, 2017.