Krishnakumar Balasubramanian
- Artificial Intelligence top 5%
- Information Systems top 5%
- Software top 5%
- Hardware and Architecture top 5%
- Education top 10%
- Co-authors
- Aniruddha GokhaleGuy LebanonAsha KanwarDouglas C. SchmidtGábor KarsaiJános SztipanovitsSandeep NeemaJeff Parsons
- Topics
- Advanced Software Engineering Methodologies (11 papers)Stochastic Gradient Optimization Techniques (9 papers)Sparse and Compressive Sensing Techniques (8 papers)
- Partner nations
- United StatesIndiaCanada
In The Last Decade
Krishnakumar Balasubramanian
59 papers receiving 587 citations
Peers
Comparison fields: 5 of 117
- Artificial Intelligence 244
- Information Systems 162
- Software 106
- Hardware and Architecture 99
- Education 94
Countries citing papers authored by Krishnakumar Balasubramanian
This map shows the geographic impact of Krishnakumar Balasubramanian's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Krishnakumar Balasubramanian with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Krishnakumar Balasubramanian more than expected).
Fields of papers citing papers by Krishnakumar Balasubramanian
This network shows the impact of papers produced by Krishnakumar Balasubramanian. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Krishnakumar Balasubramanian. The network helps show where Krishnakumar Balasubramanian may publish in the future.
Co-authorship network of co-authors of Krishnakumar Balasubramanian
This figure shows the co-authorship network connecting the top 25 collaborators of Krishnakumar Balasubramanian. A scholar is included among the top collaborators of Krishnakumar Balasubramanian based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Krishnakumar Balasubramanian. Krishnakumar Balasubramanian is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 1 | |
| 2 | 5 | |
| 3 | 1 | |
| 4 | 0 | |
| 5 | An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias | 1 |
| 6 | On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests | 2 |
| 7 | On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method | 1 |
| 8 | Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT | 5 |
| 9 | 7 | |
| 10 | Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates | 2 |
| 11 | Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma | 7 |
| 12 | High-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation | 20 |
| 13 | Ultrahigh Dimensional Feature Screening via RKHS Embeddings | 15 |
| 14 | Lifelong learning in South Africa | 5 |
| 15 | Unsupervised Supervised Learning II: Margin-Based Classification Without Labels | 6 |
| 16 | Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels | 21 |
| 17 | Dimensionality Reduction for Text using Domain Knowledge | 10 |
| 18 | ICTs for higher education | 10 |
| 19 | 30 | |
| 20 | 22 |
About Krishnakumar Balasubramanian
Krishnakumar Balasubramanian is a scholar working on Statistics and Probability, Software and Business and International Management, having authored 68 papers that have together received 640 indexed citations. Recurring topics across this work include Advanced Software Engineering Methodologies (11 papers), Stochastic Gradient Optimization Techniques (9 papers) and Sparse and Compressive Sensing Techniques (8 papers). The work is most often cited by research in Software (106 citations), Hardware and Architecture (99 citations) and Artificial Intelligence (244 citations). Krishnakumar Balasubramanian has collaborated with scholars based in United States, India and Canada. Frequent co-authors include Aniruddha Gokhale, Guy Lebanon, Asha Kanwar, Douglas C. Schmidt, Gábor Karsai, János Sztipanovits, Sandeep Neema, Jeff Parsons, Chhitar M. Gupta and Jaiganesh Balasubramanian. Their work appears in journals such as Chemical Physics Letters, European Journal of Biochemistry and Computer.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.