1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.CL2026
Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation
Hermann Kumbong, Ishan S. Khare, Iddah Mlauzi +6
Diffusion language models (DLMs) offer parallel sampling for faster generation than autoregressive models, an increasingly important advantage as inference becomes a dominant compu…
cs.AI2025★ 1 cited
The Optimization Paradox in Clinical AI Multi-Agent Systems
Suhana Bedi, Iddah Mlauzi, Daniel Shin +2
Multi-agent artificial intelligence systems are increasingly deployed in clinical settings, yet the relationship between component-level optimization and system-wide performance re…
cs.LG2024
ZIP-FIT: Embedding-Free Data Selection via Compression-Based Alignment
Elyas Obbad, Iddah Mlauzi, Brando Miranda +4
Data selection is crucial for optimizing language model (LM) performance on specific tasks, yet most existing methods fail to effectively consider the target task distribution. Cur…