Sahil Singla

Most-cited papers

Perceptual Adversarial Robustness: Defense Against Unseen Threat Models
Cassidy Laidlaw, Sahil Singla, S. Feizi
2020International Conference on Learning Representations232 citations
Semantic Scholar
Salient ImageNet: How to discover spurious features in Deep Learning?
Sahil Singla, S. Feizi
2021International Conference on Learning Representations152 citations
Semantic Scholar
Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning
Vedant Nanda, Samuel Dooley, Sahil Singla, S. Feizi +1 more
2020Conference on Fairness, Accountability and Transparency110 citations
Semantic Scholar
Understanding Failures of Deep Networks via Robust Feature Extraction
Sahil Singla, Besmira Nushi, S. Shah, Ece Kamar +1 more
2020Computer Vision and Pattern Recognition88 citations Open access
Semantic Scholar
Skew Orthogonal Convolutions
Sahil Singla, S. Feizi
2021International Conference on Machine Learning85 citations
Semantic Scholar
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100
Sahil Singla, Surbhi Singla, S. Feizi
2021International Conference on Learning Representations83 citations
Semantic Scholar
Second-Order Provable Defenses against Adversarial Attacks
Sahil Singla, S. Feizi
2020International Conference on Machine Learning68 citations
Semantic Scholar
Certifiably Robust Interpretation in Deep Learning
Alexander Levine, Sahil Singla, S. Feizi
2019arXiv.org65 citations
Semantic Scholar
Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation
Sahil Singla, Eric Wallace, Shi Feng, S. Feizi
2019International Conference on Machine Learning63 citations
Semantic Scholar
Hard ImageNet: Segmentations for Objects with Strong Spurious Cues
Mazda Moayeri, Sahil Singla, S. Feizi
2022Neural Information Processing Systems46 citations
Semantic Scholar
Robustness Certificates Against Adversarial Examples for ReLU Networks
Sahil Singla, S. Feizi
2019arXiv.org22 citations
Semantic Scholar
Fantastic Four: Differentiable and Efficient Bounds on Singular Values of Convolution Layers
Sahil Singla, S. Feizi
2021International Conference on Learning Representations21 citations
Semantic Scholar
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases
Mazda Moayeri, Wenxiao Wang, Sahil Singla, S. Feizi
2022Neural Information Processing Systems19 citations Open access
Semantic Scholar
Core Risk Minimization using Salient ImageNet
Sahil Singla, Mazda Moayeri, S. Feizi
2022arXiv.org17 citations Open access
Semantic Scholar
Improved techniques for deterministic l2 robustness
Sahil Singla, S. Feizi
2022Neural Information Processing Systems13 citations Open access
Semantic Scholar
Bandit Sequential Posted Pricing via Half-Concavity
Sahil Singla, Yi-Fan Wang
2023ACM Conference on Economics and Computation11 citations Open access
Semantic Scholar
Bounding Singular Values of Convolution Layers
Sahil Singla, S. Feizi
2019arXiv.org11 citations
Semantic Scholar
Fantastic Four: Differentiable Bounds on Singular Values of Convolution Layers
Sahil Singla, S. Feizi
201910 citations
Semantic Scholar
Causal ImageNet: How to discover spurious features in Deep Learning?
Sahil Singla, S. Feizi
2021arXiv.org6 citations
Semantic Scholar
Virtual Keyboard using Image Processing
Sahil Singla, K. Banta, Nishant Jain
20195 citations
Semantic Scholar
Spuriosity Rankings: Sorting Data for Spurious Correlation Robustness
Mazda Moayeri, Wen-Xiao Wang, Sahil Singla, S. Feizi
2022arXiv.org4 citations Open access
Semantic Scholar
Blockchain-based Efficient Energy Trading Scheme for Smart-Grid Systems
Sahil Singla, Amit Dua, Neeraj Kumar, Sudeep Tanwar
20202020 IEEE Globecom Workshops (GC Wkshps4 citations
Semantic Scholar
SoC Design Automation with ML – It's Time for Research
V. D. Bhatt, W. Ecker, Volkan Esen, Zhao Han +7 more
2020Workshop on Machine Learning for CAD3 citations
Semantic Scholar
Advanced Algorithm Design Lecture 12 : Dimensionality Reduction and the Johnson-Lindenstrauss Lemma
Sahil Singla
20202 citations
Semantic Scholar
Internationalization: Case of an Emerging Home Decor Family Business
S. Koul, U. Kumar, Vinod Kumar, Sahil Singla
2020South Asian Journal of Business and Management Cases2 citations
Semantic Scholar
Seam Reconstruct: Dynamic scene stitching with Large exposure difference
Chetan Arora, Sahil Singla, Satyajeet Singh, Anand Gupta
20092009 Second International Conference on the Applications of Digital Information and Web Technologies2 citations
Semantic Scholar
Data-Centric Debugging: mitigating model failures via targeted image retrieval
Sahil Singla, Atoosa Malemir Chegini, Mazda Moayeri, S. Feizi
2024IEEE Workshop/Winter Conference on Applications of Computer Vision1 citations
Semantic Scholar
Curvature-based Robustness Certificates against Adversarial Examples
Sahil Singla, S. Feizi
20191 citations
Semantic Scholar
IFIP Performance'14 Slides Exact Analysis of TTL Cache Networks
Daniel S. Berger, Philipp Gland, Sahil Singla, F. Ciucu
20141 citations
Semantic Scholar
Review of Graph Coloring and its Applications
M. Bharti, Sahil Singla
20121 citations
Semantic Scholar
Reliable Deep Learning: a Robustness Perspective
Sahil Singla
20220 citations
Semantic Scholar
Lecture 15 : Low Rank Approximation and the Singular Value Decomposition
Sahil Singla
20200 citations
Semantic Scholar
In-house fleet services Vs contracted 3PLs: an empirical analysis
Sahil Singla, S. Koul
20180 citations
Semantic Scholar
Robust and efficient algorithms for storage and retrieval of disk based data structures
Kathiravan Srinivasan, Ravinder Kumar, Sahil Singla
2017International Conference on Applied System Innovation0 citations
Semantic Scholar
An Efficient Algorithm for Fetching and Processing of Disk based Data Structures
Sahil Singla, Ravinder Kumar
20120 citations
Semantic Scholar
Lecture 10: Online Learning for Full and Partial Feedback
Georgia Tech, Sahil Singla
0 citations
Semantic Scholar
Lecture 20: Stochastic Optimization and Adaptivity Gaps using LPs
Sahil Singla
0 citations
Semantic Scholar