LosslessCompressionofEfficientPrivateLocalRandomizersVitalyFeldman1KunalTalwar1AbstractTheconceptofalocalrandomizerdatesbacktotheworkofWarner(1965)whereitwasusedtoencouragetruthful-LocallyDifferent...
ImprovingLosslessCompressionRatesviaMonteCarloBits-BackCodingYangjunRuan12KarenUllrich23DanielSevero12JamesTownsend4AshishKhisti1ArnaudDoucet5AlirezaMakhzani12ChrisJ.Maddison12Abstract<latexitsha1_...
EL-Attention:MemoryEfficientLosslessAttentionforGenerationYuYan1JiushengChen1WeizhenQi2NikhilBhendawade1YeyunGong3NanDuan3RuofeiZhang4Abstractpruninglayer(Fanetal.,2019)ortrainingasmallerstu-dentmo...
LosslessorQuantizedBoostingwithIntegerArithmeticRichardNock123RobertC.Williamson21Abstractvectormachines(Boseretal.,1992),etc..Tobecarriedoutintoday’ssettings,suchlong-livedalgorithmsrequirecareIn...
θ(z1x)decodezwithqθ(zx)decodez1,z2,z3withqθ(z1,z2,z3x)(xz1)encodexwithpθ(xz)encodex,z1,z2withpθ(x,z1,z2z3)(z2z1)encodezwithp(z)(z1z2)encodez3withp(z3)(z3z2)(z2z3)ReceiverReceiverp(z3)Bit-Swap:...