Siddharth Garg
New York University
H-index: 37
North America-United States
Top articles of Siddharth Garg
Learned Pulse Shaping Design for PAPR Reduction in DFT-s-OFDM
arXiv preprint arXiv:2404.16137
2024/4/24
Neural Compress-and-Forward for the Relay Channel
arXiv preprint arXiv:2404.14594
2024/4/22
On the (In) feasibility of ML Backdoor Detection as an Hypothesis Testing Problem
2024/4/18
Prashanth Krishnamurthy
H-Index: 16
Siddharth Garg
H-Index: 24
An Empirical Evaluation of LLMs for Solving Offensive Security Challenges
arXiv preprint arXiv:2402.11814
2024/2/19
Exploiting connections between Lipschitz structures for certifiably robust deep equilibrium models
Advances in Neural Information Processing Systems
2024/2/13
Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS
arXiv preprint arXiv:2402.03289
2024/2/5
Animesh Basak Chowdhury
H-Index: 2
Shailja Thakur
H-Index: 4
Ramesh Karri
H-Index: 6
Siddharth Garg
H-Index: 24
Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations
arXiv preprint arXiv:2401.14033
2024/1/25
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization
arXiv preprint arXiv:2401.12205
2024/1/22
Animesh Basak Chowdhury
H-Index: 2
Benjamin Tan
H-Index: 5
Ramesh Karri
H-Index: 6
Siddharth Garg
H-Index: 24
Towards better certified segmentation via diffusion models
arXiv preprint arXiv:2306.09949
2023/6/16
Siddharth Garg
H-Index: 24
Farshad Khorrami
H-Index: 21
Path Planning Under Uncertainty to Localize mmWave Sources
2023/5/29
Precoding-oriented Massive MIMO CSI Feedback Design
2023/5/28
Fabrizio Carpi
H-Index: 3
Jinfeng Du
H-Index: 5
Harish Viswanathan
H-Index: 4
Siddharth Garg
H-Index: 24
Elza Erkip
H-Index: 30
Invictus: Optimizing boolean logic circuit synthesis via synergistic learning and search
arXiv preprint arXiv:2305.13164
2023/5/22
Animesh Basak Chowdhury
H-Index: 2
Benjamin Tan
H-Index: 5
Ramesh Karri
H-Index: 6
Siddharth Garg
H-Index: 24
Scalable Feature Compression for Edge-Assisted Object Detection Over Time-Varying Networks
2023/5/12
Can Deepfakes be created on a whim?
2023/4/30
Benchmarking large language models for automated verilog rtl code generation
2023/4/17
Shailja Thakur
H-Index: 4
Benjamin Tan
H-Index: 5
Ramesh Karri
H-Index: 6
Brendan Dolan-Gavitt
H-Index: 15
Siddharth Garg
H-Index: 24
Privacy-Preserving Collaborative Learning through Feature Extraction
IEEE Transactions on Dependable and Secure Computing
2023/3/31
Hao Fu
H-Index: 0
Prashanth Krishnamurthy
H-Index: 16
Siddharth Garg
H-Index: 24
Farshad Khorrami
H-Index: 21
Fairness via in-processing in the over-parameterized regime: A cautionary tale with MinDiff loss
Transactions on Machine Learning Research
2023/2/9
Ivan Brugere
H-Index: 8
Jiahao Chen
H-Index: 15
Sanghamitra Dutta
H-Index: 10
Alan Mishler
H-Index: 7
Siddharth Garg
H-Index: 24
A Minimax Approach Against Multi-Armed Adversarial Attacks Detection
arXiv preprint arXiv:2302.02216
2023/2/4
Siddharth Garg
H-Index: 24
Hyper-parameter tuning for fair classification without sensitive attribute access
arXiv preprint arXiv:2302.01385
2023/2/2
Variation in Tensile Strength of 3D Printed PLA Parts by Varying Infill Density and Infill Pattern
Saudi J Eng Technol
2023
Siddharth Garg
H-Index: 24
Rahul Srivastava
H-Index: 17