49 results on '"Mazumder, Rahul"'
Search Results
2. Dyn-GWN: Time-Series Forecasting using Time-varying Graphs with Applications to Finance and Traffic Prediction
3. Dynamic Covariance Estimation under Structural Assumptions via a Joint Optimization Approach
4. Optimizing for Member Value in an Edge Building Marketplace
5. Linear Regression with Mismatched Data: A Provably Optimal Local Search Algorithm
6. Ensembled best subset selection using summary statistics for polygenic risk prediction
7. Fire: An Optimization Approach for Fast Interpretable Rule Extraction
8. COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search
9. Practical Design of Performant Recommender Systems using Large-scale Linear Programming-based Global Inference
10. Accurate and Efficient Estimation of Local Heritability using Summary Statistics and LD Matrix
11. sMTL: Sparse Multi-Task Learning
12. Subset Selection with Shrinkage: Sparse Linear Modeling When the SNR Is Low
13. Frank--Wolfe Methods with an Unbounded Feasible Region and Applications to Structured Learning
14. Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series
15. Linear regression with partially mismatched data: local search with theoretical guarantees
16. Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles
17. Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA
18. Sparse regression at scale: branch-and-bound rooted in first-order optimization
19. Integration of survival data from multiple studies
20. Analysis of correlations between local geographic atrophy growth rates and local OCT angiography-measured choriocapillaris flow deficits
21. Mining events with declassified diplomatic documents
22. Discussion of “Best Subset, Forward Stepwise or Lasso? Analysis and Recommendations Based on Extensive Comparisons”
23. Projected likelihood contrasts for testing homogeneity in finite mixture models with nuisance parameters
24. Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms
25. A convex optimization framework for gene-level tissue network estimation with missing data and its application in understanding disease architecture
26. Matrix completion with nonconvex regularization: spectral operators and scalable algorithms
27. Randomized Gradient Boosting Machine
28. Computing the degrees of freedom of rank-regularized estimators and cousins
29. Learning a Mixture of Gaussians via Mixed-Integer Optimization
30. Computation of the maximum likelihood estimator in low-rank factor analysis
31. Hierarchical Modeling and Shrinkage for User Session LengthPrediction in Media Streaming
32. A Computational Framework for Multivariate Convex Regression and Its Variants
33. L0Learn: Fast Algorithms for Best Subset Selection
34. Bangladesh power supply scenarios on renewables and electricity import
35. Flexible Low-Rank Statistical Modeling with Missing Data and Side Information
36. A new perspective on boosting in linear regression via subgradient optimization and relatives
37. An Extended Frank--Wolfe Method with “In-Face” Directions, and Its Application to Low-Rank Matrix Completion
38. The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization
39. Best subset selection via a modern optimization lens
40. Least quantile regression via modern optimization
41. Assessing the significance of global and local correlations under spatial autocorrelation: A nonparametric approach
42. Non-negative matrix completion for bandwidth extension: A convex optimization approach
43. Turbulence, suspension and downstream fining over a sand-gravel mixture bed
44. The graphical lasso: New insights and alternatives
45. SparseNet: Coordinate Descent With Nonconvex Penalties
46. Modeling item–item similarities for personalized recommendations on Yahoo! front page
47. Fluid flow pattern analysis in a trough region: a nonparametric approach
48. Clustering based on geometry and interactions of turbulence bursting rate processes in a trough region
49. Statistical characterization of circulation patterns and direction of turbulent flow over a waveform structure
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