Deepak Ravikumar

Orcid: 0000-0001-6736-3250

According to our database1, Deepak Ravikumar authored at least 12 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
0
1
2
3
4
5
6
7
8
9
5
2
1
1
3

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Intelligent Pooling: Proactive Resource Provisioning in Large-scale Cloud Service.
Proc. VLDB Endow., March, 2024

DP-ImgSyn: Dataset Alignment for Obfuscated, Differentially Private Image Synthesis.
Trans. Mach. Learn. Res., 2024

Homogenizing Non-IID Datasets via In-Distribution Knowledge Distillation for Decentralized Learning.
Trans. Mach. Learn. Res., 2024

Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation.
CoRR, 2024

Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples.
CoRR, 2024

Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Unveiling Privacy, Memorization, and Input Curvature Links.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Memorization Through the Lens of Curvature of Loss Function Around Samples.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
TREND: Transferability-Based Robust ENsemble Design.
IEEE Trans. Artif. Intell., June, 2023

Intra-Class Mixup for Out-of-Distribution Detection.
IEEE Access, 2023

2022
Norm-Scaling for Out-of-Distribution Detection.
CoRR, 2022

2020
Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection.
CoRR, 2020


  Loading...