DOI,IST REx ID,Research Group,Title of publication
null,18061,DaAl,QMoE: Sub-1-bit compression of trillion parameter models
10.15479/at:ista:17490,17490,"GradSch,DaAl",Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective
null,17456,DaAl,L-GreCo: Layerwise-adaptive gradient compression for efficient data-parallel deep learning
10.52202/079017-0001,19510,DaAl,MICROADAM: Accurate adaptive optimization with low space overhead and provable convergence
10.52202/079017-3180,19511,DaAl,QuaRot: Outlier-free 4-bit inference in rotated LLMs
10.15479/at:ista:17465,17465,"GradSch,DaAl,MaMo",High-dimensional limits in artificial neural networks
null,17469,"DaAl,MaMo",Compression of structured data with autoencoders: Provable benefit of nonlinearities and depth
10.1007/s00446-022-00441-x,12330,DaAl,The splay-list: A distribution-adaptive concurrent skip-list
10.1016/j.tcs.2023.113733,12566,DaAl,Wait-free approximate agreement on graphs
10.1145/3572848.3577481,12735,DaAl,Fast and scalable channels in Kotlin Coroutines
10.1145/3572848.3577512,12736,"DaAl,GradSch",Unexpected scaling in path copying trees
null,13053,"GradSch,DaAl,ChLa",CrAM: A Compression-Aware Minimizer
10.1145/3558481.3591082,13262,"DaAl,GradSch",Provably-efficient and internally-deterministic parallel Union-Find
10.1137/20M1375851,14364,DaAl,Why extension-based proofs fail
null,14460,DaAl,SparseProp: Efficient sparse backpropagation for faster training of neural networks at the edge
null,14815,DaAl,On biased compression for distributed learning
10.1145/3591230,13179,DaAl,CQS: A formally-verified framework for fair and abortable synchronization
10.1137/1.9781611977585.ch17,19983,DaAl,Sinkless Orientation Made Simple
null,15363,DaAl,Knowledge distillation performs partial variance reduction
10.1007/978-3-031-37706-8_8,14260,"DaAl,GradSch","Lincheck: A practical framework for testing concurrent data structures on JVM"