• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 41 matches

• 2023
• 
  Yao Qin, Xuezhi Wang, Balaji Lakshminarayanan, Ed H. Chi, Alex Beutel:
  What Are Effective Labels for Augmented Data? Improving Calibration and Robustness with AutoLabel. SaTML 2023: 365-376
• 
  Sanghyun Hong, Nicholas Carlini, Alexey Kurakin:
  Publishing Efficient On-device Models Increases Adversarial Vulnerability. SaTML 2023: 271-290
• 
  Haoze Wu, Teruhiro Tagomori, Alexander Robey, Fengjun Yang, Nikolai Matni, George J. Pappas, Hamed Hassani, Corina S. Pasareanu, Clark W. Barrett:
  Toward Certified Robustness Against Real-World Distribution Shifts. SaTML 2023: 537-553
• 
  Gorka Abad, Servio Paguada, Oguzhan Ersoy, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta:
  Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning. SaTML 2023: 377-391
• 
  Krishna Acharya, Eshwar Ram Arunachaleswaran, Sampath Kannan, Aaron Roth, Juba Ziani:
  Wealth Dynamics Over Generations: Analysis and Interventions. SaTML 2023: 42-57
• 
  Hojjat Aghakhani, Lea Schönherr, Thorsten Eisenhofer, Dorothea Kolossa, Thorsten Holz, Christopher Kruegel, Giovanni Vigna:
  Venomave: Targeted Poisoning Against Speech Recognition. SaTML 2023: 404-417
• 
  Patrick Altmeyer, Giovan Angela, Aleksander Buszydlik, Karol Dobiczek, Arie van Deursen, Cynthia C. S. Liem:
  Endogenous Macrodynamics in Algorithmic Recourse. SaTML 2023: 418-431
• 
  Giovanni Apruzzese, Hyrum S. Anderson, Savino Dambra, David Freeman, Fabio Pierazzi, Kevin A. Roundy:
  "Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice. SaTML 2023: 339-364
• 
  Toluwani Aremu, Karthik Nandakumar:
  PolyKervNets: Activation-free Neural Networks For Efficient Private Inference. SaTML 2023: 593-604
• 
  Huzaifa Arif, Alex Gittens, Pin-Yu Chen:
  Reprogrammable-FL: Improving Utility-Privacy Tradeoff in Federated Learning via Model Reprogramming. SaTML 2023: 197-209
• 
  Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden:
  Harnessing Prior Knowledge for Explainable Machine Learning: An Overview. SaTML 2023: 450-463
• 
  Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi:
  Explainable Global Fairness Verification of Tree-Based Classifiers. SaTML 2023: 1-17
• 
  Harsh Chaudhari, Matthew Jagielski, Alina Oprea:
  SafeNet: The Unreasonable Effectiveness of Ensembles in Private Collaborative Learning. SaTML 2023: 176-196
• 
  Amanda Coston, Anna Kawakami, Haiyi Zhu, Ken Holstein, Hoda Heidari:
  A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms. SaTML 2023: 690-704
• 
  Rachel Cummings, Hadi Elzayn, Emmanouil Pountourakis, Vasilis Gkatzelis, Juba Ziani:
  Optimal Data Acquisition with Privacy-Aware Agents. SaTML 2023: 210-224
• 
  Teresa Datta, Daniel Nissani, Max Cembalest, Akash Khanna, Haley Massa, John Dickerson:
  Tensions Between the Proxies of Human Values in AI. SaTML 2023: 678-689
• 
  Edoardo Debenedetti, Vikash Sehwag, Prateek Mittal:
  A Light Recipe to Train Robust Vision Transformers. SaTML 2023: 225-253
• 
  Sayanton V. Dibbo, Dae Lim Chung, Shagufta Mehnaz:
  Model Inversion Attack with Least Information and an In-depth Analysis of its Disparate Vulnerability. SaTML 2023: 119-135
• 
  Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
  Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. SaTML 2023: 18-41
• 
  Washington Garcia, Pin-Yu Chen, Hamilton Scott Clouse, Somesh Jha, Kevin R. B. Butler:
  Less is More: Dimension Reduction Finds On-Manifold Adversarial Examples in Hard-Label Attacks. SaTML 2023: 254-270
• 
  Zayd Hammoudeh, Daniel Lowd:
  Reducing Certified Regression to Certified Classification for General Poisoning Attacks. SaTML 2023: 484-523
• 
  Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West:
  Distribution Inference Risks: Identifying and Mitigating Sources of Leakage. SaTML 2023: 136-149
• 
  Guy Heller, Ethan Fetaya:
  Can Stochastic Gradient Langevin Dynamics Provide Differential Privacy for Deep Learning? SaTML 2023: 68-106
• 
  Florian Jaeckle, M. Pawan Kumar:
  Neural Lower Bounds for Verification. SaTML 2023: 524-536
• 
  Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, James Bailey:
  Backdoor Attacks on Time Series: A Generative Approach. SaTML 2023: 392-403
• 
  Mintong Kang, Linyi Li, Bo Li:
  FaShapley: Fast and Approximated Shapley Based Model Pruning Towards Certifiably Robust DNNs. SaTML 2023: 575-592
• 
  Ari Karchmer:
  Theoretical Limits of Provable Security Against Model Extraction by Efficient Observational Defenses. SaTML 2023: 605-621
• 
  Sanjay Kariyappa, Moinuddin K. Qureshi:
  ExPLoit: Extracting Private Labels in Split Learning. SaTML 2023: 165-175
• 
  Patrik Joslin Kenfack, Adín Ramírez Rivera, Adil Mehmood Khan, Manuel Mazzara:
  Learning Fair Representations through Uniformly Distributed Sensitive Attributes. SaTML 2023: 58-67
• 
  Minseon Kim, Jihoon Tack, Jinwoo Shin, Sung Ju Hwang:
  Rethinking the Entropy of Instance in Adversarial Training. SaTML 2023: 316-326

skipping 11 more matches