Research in the community graph
Papers.
Research connected to its authors, projects, companies, talks, events, and the rest of the graph.
Add a paper ↗Paper
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data.
ICLR · Source: dblp+stanford-authorityTengyu Ma, Colin Wei, Kendrick Shen, Yining Chen, Tengyu Ma 0001 · 5 authors totalPaper
Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers.
CoRR · Source: dblp+stanford-authorityTengyu Ma, Colin Wei, Yining Chen, Tengyu Ma 0001 · 4 authors totalPaper
Sharp Bounds for Federated Averaging (Local SGD) and Continuous Perspective.
CoRR · Source: dblp+stanford-authorityTengyu Ma, Margalit Glasgow, Honglin Yuan, Tengyu Ma 0001 · 4 authors totalPaper
Shape Matters: Understanding the Implicit Bias of the Noise Covariance.
COLT · Source: dblp+stanford-authorityTengyu Ma, Jeff Z. HaoChen, Colin Wei, Jason D. Lee, Tengyu Ma 0001 · 5 authors totalPaper
Self-supervised Learning is More Robust to Dataset Imbalance.
CoRR · Source: dblp+stanford-authorityTengyu Ma, Hong Liu, Jeff Z. HaoChen, Adrien Gaidon, Tengyu Ma 0001 · 5 authors totalPaper
Safe Reinforcement Learning by Imagining the Near Future.
NeurIPS · Source: dblp+stanford-authorityTengyu Ma, Garrett Thomas, Yuping Luo, Tengyu Ma 0001 · 4 authors totalPaper
Recordar el futuro, la frontera de las tecnologías de búsqueda
Dialnet (Universidad de la Rioja) · 0 citations · Source: openalex+authoritative-profileRicardo Baeza-Yates, Ricardo Baeza‐Yates · 2 authors totalPaper
Python 3 and Data Analytics Pocket Primer
Mercury Learning & Information · Source: open-library+publisher-catalogOswald Campesato · 1 author totalPaper
Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature.
NeurIPS · Source: dblp+stanford-authorityTengyu Ma, Kefan Dong, Jiaqi Yang 0001, Tengyu Ma 0001 · 4 authors totalPaper
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss.
NeurIPS · Source: dblp+stanford-authorityTengyu Ma, Jeff Z. HaoChen, Colin Wei, Adrien Gaidon, Tengyu Ma 0001 · 5 authors totalPaper
Programming in Scala, Fifth Edition
Artima Press · Source: artimaFrank Sommers, Martin Odersky, Lex Spoon, Bill Venners · 4 authors totalPaper
Proceedings of the 11th International Temporal Web Analytics Workshop
HAL (Le Centre pour la Communication Scientifique Directe) · 0 citations · Source: openalex+authoritative-profileRicardo Baeza-Yates, Marc Spaniol, Ricardo Baeza‐Yates, Ómar Alonso · 4 authors totalPaper
Prioritizing User Experience in Messaging Systems
97 Things Every Data Engineer Should Know · Source: publisher+first-partyJowanza Joseph · 1 author totalPaper
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification.
CoRR · Source: dblp+stanford-authorityTengyu Ma, Ling Pan, Longbo Huang, Tengyu Ma 0001, Huazhe Xu · 5 authors totalPaper
Ownership: A Distributed Futures System for Fine-Grained Tasks
NSDI '21 (USENIX Symposium on Networked Systems Design and Implementation) · 30 citations · Source: semantic-scholar+dblpBen Hindman, Stephanie Wang, Eric Liang, Edward Oakes, Benjamin Hindman, Frank Sifei Luan, Audrey Cheng, Ion Stoica · 8 authors totalPaper
Optimal Regularization can Mitigate Double Descent.
ICLR · Source: dblp+stanford-authorityTengyu Ma, Preetum Nakkiran, Prayaag Venkat, Sham M. Kakade, Tengyu Ma 0001 · 5 authors totalPaper
OptIA: Observatorio Público para la Transparencia e Inclusión Algorítmica
0 citations · Source: openalex+authoritative-profileRicardo Baeza-Yates, Ricardo Baeza‐Yates, Alejandro Barros, Daniel Vak Contreras, Carol Hullin, Óscar López, Catherine Muñoz, C. Negri · 9 authors totalPaper
On Slavic semelfactives and secondary imperfectives: Implications for the split â•ŸAspPâ•Ž
3 citations · Source: semantic-scholarVita Markman, V. Markman · 2 authors totalPaper
Natural Language Processing Fundamentals for Developers
Mercury Learning & Information · Source: open-library+publisher-catalogOswald Campesato · 1 author totalPaper
Natural Language Processing and Machine Learning for Developers
Mercury Learning & Information · Source: open-library+publisher-catalogOswald Campesato · 1 author totalPaper
Namespace Shadowing (a.k.a. Dependency Confusion) Attack
Foojay / JFrog technical article · Source: foojay+jfrog-first-partyBaruch Sadogursky · 1 author totalPaper
Mastering Apache Pulsar
O'Reilly Media · Source: publisher+first-partyJowanza Joseph · 1 author totalPaper
LuNER: Multiplexed SARS-CoV-2 detection in clinical swab and wastewater samples
0 citations · Source: openalex+authoritative-profilePetros Giannikopoulos, Elizabeth C. Stahl, Allan Gopez, Connor A. Tsuchida, Vinson B. Fan, Erica A. Moehle, Lea B. Witkowsky, Jennifer Hamilton · 27 authors totalPaper
Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations.
NeurIPS · Source: dblp+stanford-authorityTengyu Ma, Yuping Luo, Tengyu Ma 0001 · 3 authors totalPaper
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics
Conference on Innovative Data Systems Research · 326 citations · Source: semantic-scholar+openalexMatei Zaharia, Reynold Xin, M. Zaharia, A. Ghodsi, Michael Armbrust · 5 authors totalPaper
Label Noise SGD Provably Prefers Flat Global Minimizers.
NeurIPS · Source: dblp+stanford-authorityTengyu Ma, Alex Damian, Tengyu Ma 0001, Jason D. Lee · 4 authors totalPaper
Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System.
CoRR · Source: dblp+stanford-authorityTengyu Ma, Zichuan Lin, Jing Huang 0019, Bowen Zhou 0001, Xiaodong He 0001, Tengyu Ma 0001 · 6 authors totalPaper
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments.
CoRR · Source: dblp+stanford-authorityTengyu Ma, Yining Chen, Elan Rosenfeld, Mark Sellke, Tengyu Ma 0001, Andrej Risteski · 6 authors totalPaper
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness.
ICLR · Source: dblp+stanford-authorityTengyu Ma, Sang Michael Xie, Ananya Kumar, Robbie Jones, Fereshte Khani, Tengyu Ma 0001, Percy Liang · 7 authors totalPaper
Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization.
ICLR · Source: dblp+stanford-authorityTengyu Ma, Kaidi Cao, Yining Chen, Junwei Lu, Nikos Aréchiga, Adrien Gaidon, Tengyu Ma 0001 · 7 authors totalPaper
Get Programming with Scala
Manning Publications · Source: manning+author-first-partyDaniela Sfregola · 1 author totalPaper
Functional Programming in Kotlin
Manning Publications (book) · 5 citations · Source: google-scholarRúnar Bjarnason, Marco Vermeulen, Paul Chiusano · 3 authors totalPaper
From ML Models to Intelligent Applications: The Rise of MLOps
PVLDB · Source: dblpManasi Vartak · 1 author totalPaper
From Capture to Replay: Web Archiving with Webrecorder Tools
iPRES · Source: ipres+dblp+webrecorder-career-authorityIlya Kreymer, Lorena Ramirez-Lopez, Emma Dickson · 3 authors totalPaper
Fine-Grained Gap-Dependent Bounds for Tabular MDPs via Adaptive Multi-Step Bootstrap.
COLT · Source: dblp+stanford-authorityTengyu Ma, Haike Xu, Tengyu Ma 0001, Simon S. Du · 4 authors totalPaper
DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization.
CoRR · Source: dblp+stanford-authorityTengyu Ma, Aviral Kumar, Rishabh Agarwal, Tengyu Ma 0001, Aaron C. Courville, George Tucker, Sergey Levine · 7 authors totalPaper
Data Science Fundamentals Pocket Primer
Mercury Learning & Information · Source: open-library+publisher-catalogOswald Campesato · 1 author totalPaper
Contracting Wide-area Network Topologies to Solve Flow Problems Quickly
Networked Systems Design and Implementation · 14 citations · Source: openalex+authoritative-profilePeter Bailis, Firas Abuzaid, Srikanth Kandula, Behnaz Arzani, Ishai Menache, Matei Zaharia · 6 authors totalPaper
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization.
ICML · Source: dblp+stanford-authorityTengyu Ma, Sang Michael Xie, Tengyu Ma 0001, Percy Liang · 4 authors totalPaper
Challenges and Opportunities for Autonomous Vehicle Query Systems.
Conference on Innovative Data Systems Research · 1 citations · Source: openalex+authoritative-profilePeter Bailis, Fiodar Kazhamiaka, Matei Zaharia · 3 authors totalPaper
Calibrating Predictions to Decisions: A Novel Approach to Multi-Class Calibration.
NeurIPS · Source: dblp+stanford-authorityTengyu Ma, Shengjia Zhao, Michael P. Kim, Roshni Sahoo, Tengyu Ma 0001, Stefano Ermon · 6 authors totalPaper
Caerus: NIMBLE Task Scheduling for Serverless Analytics
Symposium on Networked Systems Design and Implementation · 72 citations · Source: semantic-scholarAnurag Khandelwal, Hong Zhang, Yupeng Tang, Jingrong Chen, Ion Stoica · 5 authors totalPaper
AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale
NeurIPS Competition and Demos Track · Source: pmlr+dblp+automl-career-authorityEvan R. Sparks, Nicholas Roberts, Samuel Guo, Cong Xu, Ameet Talwalkar, David Lander, Lvfang Tao, Linhang Cai · 27 authors totalPaper
Atomic Kotlin
MindView · Source: author-first-partyBruce Eckel, Svetlana Isakova · 2 authors totalPaper
An Explanation of In-context Learning as Implicit Bayesian Inference.
CoRR · Source: dblp+stanford-authorityTengyu Ma, Sang Michael Xie, Aditi Raghunathan, Percy Liang, Tengyu Ma 0001 · 5 authors totalPaper
Active Online Learning with Hidden Shifting Domains.
AISTATS · Source: dblp+stanford-authorityTengyu Ma, Yining Chen, Haipeng Luo, Tengyu Ma 0001, Chicheng Zhang · 5 authors totalPaper
Abstracting Systems Challenges from Distributed Deep Learning
0 citations · Source: semantic-scholarAndrew Or · 1 author totalPaper
A Roadmap for AI in Latin America
HAL (Le Centre pour la Communication Scientifique Directe) · 6 citations · Source: openalex+authoritative-profileRicardo Baeza-Yates, Nayat Sánchez-Pi, Luis Martí, Ana Cristina Bicharra García, Ricardo Baeza‐Yates, Marley Vellasco, Carlos A. Coello Coello · 7 authors totalPaper
Distributed execution of bioinformatics tools on Apache Spark with ADAM and Cannoli
F1000Research (poster) · DOI 10.7490/f1000research.1117897.1 · 0 citations · Source: openalexFrank Austin Nothaft, Michael Heuer, Justin Paschall · 3 authors totalPaper