Sangamesh Kodge

19 papers A* 1Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness.
AAAI
Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy
2024 J jnl
Deep Unlearning: Fast and Efficient Gradient-free Class Forgetting.
Trans. Mach. Learn. Res.
Sangamesh Kodge, Gobinda Saha, Kaushik Roy
2024 J jnl
Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples.
CoRR
Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy
2023 J jnl
Deep Unlearning: Fast and Efficient Training-free Approach to Controlled Forgetting.
CoRR
Sangamesh Kodge, Gobinda Saha, Kaushik Roy
2023 J jnl
Intra-Class Mixup for Out-of-Distribution Detection.
IEEE Access
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
2023 J jnl
Neighborhood Gradient Mean: An Efficient Decentralized Learning Method for Non-IID Data.
Trans. Mach. Learn. Res.
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy
2023 J jnl
TREND: Transferability-Based Robust ENsemble Design.
IEEE Trans. Artif. Intell.
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
2022 J jnl
Low precision decentralized distributed training over IID and non-IID data.
Neural Networks
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy
2022 J jnl
Neighborhood Gradient Clustering: An Efficient Decentralized Learning Method for Non-IID Data Distributions.
CoRR
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy
2021 J jnl
BERMo: What can BERT learn from ELMo?
CoRR
Sangamesh Kodge, Kaushik Roy
2021 J jnl
Low Precision Decentralized Distributed Training with Heterogeneous Data.
CoRR
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy
2020 J jnl
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.
Amogh Agrawal, Adarsh Kosta, Sangamesh Kodge, Dong Eun Kim, Kaushik Roy
2020 J jnl
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.
Amogh Agrawal, Adarsh Kosta, Sangamesh Kodge, Dong Eun Kim, Kaushik Roy
2020 J jnl
Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection.
CoRR
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
2020 J jnl
IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array.
IEEE Trans. Circuits Syst. I Regul. Pap.
Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy
2020 J jnl
IMAC: In-memory multi-bit Multiplication andACcumulation in 6T SRAM Array.
CoRR
Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy
2020 J jnl
TREND: Transferability based Robust ENsemble Design.
CoRR
Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
2017 — conf
Digitally assisted analog processing unit for MPG based wearable device.
MWSCAS
Himanshu Chaudhary, Sangamesh Kodge, Mrigank Sharad
2017 — conf
Low Power Image Acquisition Scheme Using On-Pixel Event Driven Halftoning.
ISVLSI
Sangamesh Kodge, Himanshu Chaudhary, Mrigank Sharad