2 papers
cs.LG2024
Communication Compression for Tensor Parallel LLM Inference
Jan Hansen-Palmus, Michael Truong Le, Oliver Hausdörfer +1
Large Language Models (LLMs) have pushed the frontier of artificial intelligence but are comprised of hundreds of billions of parameters and operations. For faster inference latenc…
stat.ML2018
Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks
Thomas Brunner, Frederik Diehl, Michael Truong Le +1
We consider adversarial examples for image classification in the black-box decision-based setting. Here, an attacker cannot access confidence scores, but only the final label. Most…