Sangamesh Kodge

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Halftoning Algorithm

Random Access Memory

Risk Minimization

Heterogeneous Data

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Trans. Mach. Learn. Res.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy
Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples. CoRR (2024)
Sangamesh Kodge, Gobinda Saha, Kaushik Roy
Deep Unlearning: Fast and Efficient Gradient-free Class Forgetting. Trans. Mach. Learn. Res. 2024 (2024)
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
TREND: Transferability-Based Robust ENsemble Design. IEEE Trans. Artif. Intell. 4 (3) (2023)
Sangamesh Kodge, Gobinda Saha, Kaushik Roy
Deep Unlearning: Fast and Efficient Training-free Approach to Controlled Forgetting. CoRR (2023)
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
Intra-Class Mixup for Out-of-Distribution Detection. IEEE Access 11 (2023)
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy
Neighborhood Gradient Mean: An Efficient Decentralized Learning Method for Non-IID Data. Trans. Mach. Learn. Res. 2023 (2023)
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy
Low precision decentralized distributed training over IID and non-IID data. Neural Networks 155 (2022)
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy
Neighborhood Gradient Clustering: An Efficient Decentralized Learning Method for Non-IID Data Distributions. CoRR (2022)
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy
Low Precision Decentralized Distributed Training with Heterogeneous Data. CoRR (2021)
Sangamesh Kodge, Kaushik Roy
BERMo: What can BERT learn from ELMo? CoRR (2021)
Amogh Agrawal, Adarsh Kosta, Sangamesh Kodge, Dong Eun Kim, Kaushik Roy
CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (3) (2020)
Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy
IMAC: In-memory multi-bit Multiplication andACcumulation in 6T SRAM Array. CoRR (2020)
Amogh Agrawal, Adarsh Kosta, Sangamesh Kodge, Dong Eun Kim, Kaushik Roy
Erratum to "CASH-RAM: Enabling In-Memory Computations for Edge Inference Using Charge Accumulation and Sharing in Standard 8T-SRAM Arrays". IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (4) (2020)
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection. CoRR (2020)
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
TREND: Transferability based Robust ENsemble Design. CoRR (2020)
Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy
IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2020)
Sangamesh Kodge, Himanshu Chaudhary, Mrigank Sharad
Low Power Image Acquisition Scheme Using On-Pixel Event Driven Halftoning. ISVLSI (2017)
Himanshu Chaudhary, Sangamesh Kodge, Mrigank Sharad
Digitally assisted analog processing unit for MPG based wearable device. MWSCAS (2017)