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Articles by Surbhi Goel

Testing Noise Assumptions of Learning Algorithms
15 January 2025 by Surbhi Goel and others
Machine Learning, Data Structures and Algorithms
Tractable Agreement Protocols
29 November 2024 by Natalie Collina and others
Machine Learning, Data Structures and Algorithms
Long-term breast cancer response to CDK4/6 inhibition defined by TP53-mediated geroconversion
10 October 2024 by Reiya Kudo and others at LogoMemorial Sloan Kettering Cancer Center
Cancer Biology
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference
1 October 2024 by Anton Xue and others
Artificial Intelligence, Computation and Language
Tolerant Algorithms for Learning with Arbitrary Covariate Shift
4 June 2024 by Surbhi Goel and others
Data Structures and Algorithms, Machine Learning
Explicitly Encoding Structural Symmetry is Key to Length Generalization in Arithmetic Tasks
4 June 2024 by Mahdi Sabbaghi and others
Machine Learning, Computation and Language
Stochastic Bandits with ReLU Neural Networks
12 May 2024 by Kan Xu and others
Machine Learning, Data Structures and Algorithms
Complexity Matters: Dynamics of Feature Learning in the Presence of Spurious Correlations
5 March 2024 by Guanwen Qiu and others
Machine Learning
Adversarial Resilience in Sequential Prediction via Abstention
25 January 2024 by Surbhi Goel and others
Machine Learning, Data Structures and Algorithms
Exposing Attention Glitches with Flip-Flop Language Modeling
30 October 2023 by Bingbin Liu and others
Machine Learning, Computation and Language
Pareto Frontiers in Neural Feature Learning: Data, Compute, Width, and Luck
30 October 2023 by Benjamin Edelman and others
Machine Learning, Artificial Intelligence
Transformers Learn Shortcuts to Automata
2 May 2023 by Bingbin Liu and others
Machine Learning, Formal Languages and Automata Theory
Learning Narrow One-Hidden-Layer ReLU Networks
20 April 2023 by Sitan Chen and others
Machine Learning, Data Structures and Algorithms
Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms
15 January 2023 by Surbhi Goel and others
Machine Learning
Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit
15 October 2022 by Boaz Barak and others
Machine Learning, Neural and Evolutionary Computing
Inductive Biases and Variable Creation in Self-Attention Mechanisms
24 June 2022 by Benjamin Edelman and others
Machine Learning
precisionFDA Truth Challenge V2: Calling variants from short- and long-reads in difficult-to-map regions
27 April 2022 by N. Olson and others
Bioinformatics
Values and preferences of the general population in Indonesia in relation to COVID-19 self-testing: A cross-sectional survey
5 April 2022 by Carmen Thomas and others
Public and Global Health
Understanding Contrastive Learning Requires Incorporating Inductive Biases
28 February 2022 by Nikunj Saunshi and others
Machine Learning, Artificial Intelligence
Haplotype-aware variant calling enables high accuracy in nanopore long-reads using deep neural networks
1 November 2021 by Kishwar Shafin and others
Bioinformatics
Clinical Thrombosis Rate was not Increased in a Cohort of Cancer Patients with COVID-19
19 October 2021 by P. Zavras and others
Infectious Diseases
Transcriptional network involving ERG and AR orchestrates Distal-Less Homeobox 1 mediated prostate cancer progression.
7 September 2021 by Shyama Goel and others
Cancer Biology
Statistical Estimation from Dependent Data
20 July 2021 by Yuval Dagan and others
Machine Learning, Statistics Theory
Investigating the Role of Negatives in Contrastive Representation Learning
18 June 2021 by Jordan Ash and others
Machine Learning, Computation and Language
Acceleration via Fractal Learning Rate Schedules
11 June 2021 by Naman Agarwal and others
Machine Learning, Optimization and Control
Seroconversion rates following COVID-19 vaccination amongst patients with malignant disease- the impact of diagnosis and cancer-directed therapies
5 June 2021 by Aman Thakkar and others
Oncology
Tight Hardness Results for Training Depth-2 ReLU Networks
27 November 2020 by Surbhi Goel and others
Machine Learning, Computational Complexity
Superpolynomial Lower Bounds for Learning One-Layer Neural Networks using Gradient Descent
22 October 2020 by Surbhi Goel and others
Machine Learning, Data Structures and Algorithms
Statistical-Query Lower Bounds via Functional Gradients
22 October 2020 by Surbhi Goel and others
Machine Learning, Data Structures and Algorithms
Approximation Schemes for ReLU Regression
28 September 2020 by Ilias Diakonikolas and others
Machine Learning, Data Structures and Algorithms
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