Industry
To Learn or Not to Learn, That is the Question -- A Feature-Task Dual Learning Model of Perceptual Learning
Perceptual learning refers to the practices through which participants learn to improve their performance in perceiving sensory stimuli.
Private Stochastic Convex Optimization with Optimal Rates
Raef Bassily, Vitaly Feldman, Kunal Talwar, Abhradeep Guha Thakurta
Neural Information Processing Systems http://nips.cc/
Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
These limitations, both theoretical and practical, underscore the need for novel sketching algorithms.
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
This work was accomplished when Liyi Chen was an intern at Alibaba Cloud Computing.
CXPlain: Causal Explanations for Model Interpretation under Uncertainty
Neural Information Processing Systems http://nips.cc/
EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis Dragos
Moreover, we observe that the focus in the few related works falls on quantifying similarity in malware, often overlooking the clean data. This one-sided quantification is especially dangerous in the context of detection bypass.
BagFlip: ACertifiedDefenseagainstDataPoisoning
Effective attack approaches have been proposed for various domains such as imagerecognition[12],sentimentanalysis[25],andmalwaredetection[30].