26:03[OOPSLA] Semi-symbolic Inference for Efficient Streaming Probabilistic ProgrammingACM SIGPLAN55 viewsView & Download
18:14Incremental Precision-Preserving Symbolic Inference for Probabilistic ProgramsACM SIGPLAN39 viewsView & Download
20:31[VMCAI'24] Guaranteed inference for probabilistic programs: a parallelisable, small-step o...ACM SIGPLAN44 viewsView & Download
17:46[OOPSLA] Probability Type Inference for Flexible Approximate ProgrammingSPLASH15 Conference152 viewsView & Download
13:39λPSI - Exact Inference for Higher Order Probabilistic ProgramsACM SIGPLAN125 viewsView & Download
20:46[PLDI24] Probabilistic Programming with Programmable Variational InferenceACM SIGPLAN140 viewsView & Download
1:05Incremental Precision-Preserving Symbolic Inference for Probabilistic ProgramsPLDI 2019 Video Abstracts37 viewsView & Download
25:26A New Approach to Probabilistic Programming Inference -- Frank WoodAISTATS 2014700 viewsView & Download
1:0419 June 0520 λPSI Exact Inference for Higher Order Probabilistic ProgramsACM SIGPLAN65 viewsView & Download
9:19[LAFI'25] Exact Inference for Nested Discrete Probabilistic Programs (Remote)ACM SIGPLAN42 viewsView & Download
4:40OOPSLA 2020 Poster: Scaling Exact Inference for Discrete Probabilistic ProgramsSteven Holtzen29 viewsView & Download
1:47:27MIA: Alp Kucukelbir, Automated inference & probabilistic programming; Rajesh Ranganath, PGMsBroad Institute2.1K viewsView & Download